• Title/Summary/Keyword: 위계적 자료

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조직관리와 직무만족: 한국의 교육기관에 대한 위계적 선형모형(HLM) 분석

  • Song, Mi-Yeon;Jeon, Yeong-Han
    • Korean Public Administration Review
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    • v.48 no.4
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    • pp.109-132
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    • 2014
  • 본 연구는 조직관리자의 조직 내부 및 외부관리 노력과 관리경력 등 관리자의 개인적 특성이 조직구성원의 직무만족에 미치는 영향에 관한 실증적 분석을 실시한다. 층화군집추출로 표집된 한국의 150개 중학교에 대해 3년간 학교, 교장 및 교사 조사를 통해 얻어진 다중원천 자료에 근거하여 위계적 선형모형(HLM)분석을 실시한 결과, 조직관리자인 교장의 관리경력 등 개인적 특성과 함께 교장의 내부관리 노력과 상부기관 및 학부모 등 주요 이해관계자에 대한 의견수렴 등 외부관리 노력이 모두 교사들의 직무만족에 긍정적 영향을 미치고 있음을 발견하였다. 이러한 결과는 선행연구에서 제시하는 개인 및 조직수준 직무만족 설명변수들인 교사의 인구통계학적 특성, 직무동기, 자기효능감, 학교유형, 조직규모, 소재지역, 학교자원 등을 모두 통제한 상태에서 나타났다는 점에서 최근 공공관리 문헌에서 주목받고 있는 관리가 중요하다(management matters)는 주장의 한국적 맥락에서의 타당성을 지지하고 있다.

한국의 가족 및 친족간의 접촉빈도와 사회적 지원의 양상: 국제간 비교의 맥락에서

  • Jeong, Jae-Gi
    • Proceedings of the Population Association of Korea Conference
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    • 2007.11a
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    • pp.155-170
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    • 2007
  • 본 연구의 목적은 한국의 가족 및 친족관계의 특성을 국제 비교적 맥락에서 분석하는 것이다. ISSP(International Social Survey Program)의 모듈인 '사회관계와 지원체계'를 조사한 2004년 한국일반종합조사의 자료를 바탕으로 하여, 한국의 친족 간 접촉빈도와 사회적 지원에서 친족이 차지하는 위치를 비교적 시각에서 분석하였다. 연구결과는 한국의 대면적 친족접촉빈도가 조사대상 국 중 최하위 권에 있으며, 한국의 가족 및 친족이 정서적 지원보다는 도구적 지원의 대상으로 작동하는 성격이 보다 강함을 보여주고 있다. 한국의 낮은 친족접촉빈도는 한국의 경제발전 수준이나, 강한 가족주의의 전통으로는 쉽게 설명되기 어렵다는 점에 주목하여, 유교적 전통 중 위계적 집합주의가 섬소한 대면적 접촉빈도를 설명할 수 있음을 주장하였다. 사회적 지원과 관련하여서는 한국의 가족주의가 도구적 가족주의의 성격을 가지고 있음을 확인하는 한편, 친족집단의 낮은 정서적 지원정도와 위계적 집합주의와의 관련이 논의되었다. 또, 이러한 낮은 정서적 지원의 양상이 반드시 한국의 가족관계가 비정서적인 것을 의미하는 것은 아니라는 것이 지적되었다.

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A Multi-level Study on Volunteering and Giving - Local Public Social Expenditure and Individual Socio-demographic Characteristics - (자원봉사와 기부에 관한 다층적 영향요인 연구 - 지역 공공복지 지출규모와 개인특성 요인을 중심으로-)

  • Jung, Jin-Kyung;Song, Jeong An
    • Korean Journal of Social Welfare
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    • v.68 no.1
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    • pp.5-22
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    • 2016
  • We examined how public social expenditure and individual socio-demographic factors affect individual voluntary activities(volunteering, giving). Hierarchical linear model(HLM) was employed to a nested data set with 37,648 individual subjects and 16 local governments in Korea. HLM analyses yield an insignificant direct effect of public expenditure to volunteering and giving, while individual factors all have significant effects on them. Finally, this study discussed why public social expenditure factor does not have significant influence in this data, and suggested policy implications for promoting volunteering and giving.

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Analyzing longitudinal effect of physical education activity on adolescent self-rated health evaluation changes using hierarchical linear and nonlinear models (위계적 선형, 비선형 모형을 적용한 청소년기 주관적 건강평가 변화에 대한 체육시간활동에 종단적 영향 분석)

  • Kim, Sae Hyung
    • Journal of the Korean Data and Information Science Society
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    • v.27 no.4
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    • pp.1013-1025
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    • 2016
  • The purpose of this study was to analyze longitudinal effect of physical education activity (PEA) score on self-rated health evaluation change (SHEC). This study used hierarchical linear and nonlinear models to investigate of the SHEC during the transition into adolescence (from middle school 1st to high school 2nd grade). Using the Korea children and youth panel survey (KCYPA), data were collected over the course of five years (from 2010 and 2014). HLM 6.8 computer program was used to analyze the data. The result were as follows. First, boys' SHEC increased across the five years, and girls' SHEC decreased across the five years. Second, boys' the self-rated health was increased across the three years and decreased across the two years. Third, girls' the self-rated health was increased across the two years and decreased across the three years. Fourth, the PEA score of 1st grade of high school showed a significant positive association with the boys' SHEC. Fifth, the PEA score of 1st grade of middle school showed a significant negative association with the girls' SHEC.

Studying on parents' satisfactory factor to elementary school which their children go to. - focusing on Anyang city (위계적 선형모형을 이용한 초등학교 학부모의 자녀의 학교여건 만족도 영향 분석 - 안양시 사례)

  • Kim, Ho-Il;Chun, Heui-Ju
    • Journal of the Korean Data and Information Science Society
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    • v.21 no.6
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    • pp.1009-1020
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    • 2010
  • In this study, we applied a hierarchial linear model to Anyang city data because students and their schools are hierarchial data structure. As a result, main factors which affect parents' satisfaction to school which their children go to are parents' satisfaction to Anyang city's education policies and areas which their schools located at. We suggest based on the analysis by this hierarchial linear model that if Anyang city make educational policies more efficient and effective in order for students to study in public school without private education and if Anyang city improve environment related with school like those of new cities, parents' satisfaction to school which their children go to will be increased.

Relations among Participants in Sport for all, Satisfaction of Participation and Intention to Adhere to Exercise I (A Study on Characteristics of Participants) (생활체육 참여자와 참여만족, 운동지속의사와의 관계 I (참여자의 성격을 중심으로))

  • Lee, Sheng-Yen
    • Journal of Digital Convergence
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    • v.14 no.10
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    • pp.463-472
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    • 2016
  • The study was to research relations among 5 characteristic-factors of participants in sport for all, satisfaction of participation and intention to adhere to exercise. First, the implications of 5 characteristic-factors effect on satisfaction of participation are as blow. Extroversion has a positive effect on psychological satisfaction, satisfaction of relaxation, social satisfaction and physical satisfaction. Openness has a positive effect on satisfaction of relaxation and affinity has a positive effect on social satisfaction and physical satisfaction. Emotional instability has a negative effect on environmental satisfaction. Second, hierarchical regression analysis of 5 characteristic-factors effect on satisfaction of participation and intention to adhere to exercise is as follows. Characteristics-factors of participants have an effect on intention to adhere to exercise in order of extroversion and affinity. Satisfaction of participation has an effect on intention to adhere to exercise in the order of social satisfaction, satisfaction of relaxation and physical satisfaction.

Perceptions of Successful Aging and The Influencing Factors in Middle-aged Women (중년여성의 성공적 노화에 대한 인식과 영향요인)

  • Kim, Bomi
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.9
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    • pp.91-99
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    • 2018
  • This research was conducted to examine successful aging and influencing factors in middle aged women. Data were collected from 189 middle-aged women in two cities. Data were collected from July to August 2017 using structured questionnaires. Data collected were analyzed by descriptive statistics, t-test, ANOVA, Pearson correlations, and multiple regression analysis. The results indicate that the perception of successful aging mean was 128.49 points (range: 33-165). Depression (r=-.20, p=.005) had a significant negative association with perception of successful aging. Family resilience (r=.49, p<.001) and life satisfaction (r=.54, p<.001) were positively correlated with perception of successful aging. The significant predictors of successful aging were age (${\ss}=-.15$, p=.013), family resilience (${\ss}=.24$, p=.002), and life satisfaction (${\ss}=.37$, p<.001), explaining 33.9% of the variance. Based on the study results, we suggest that it is necessary to develop and apply educational strategy to improve perception of successful aging.

The wage determinants of the vocational high school graduates using mixed effects mode (혼합모형을 이용한 특성화고 졸업생의 임금결정요인 분석)

  • Ryu, Jangsoo;Cho, Jangsik
    • Journal of the Korean Data and Information Science Society
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    • v.27 no.4
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    • pp.935-946
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    • 2016
  • In this paper, we analyzed wage determinants of the vocational high school graduates utilizing both individual-level and work region-level variables. We formulate the models in the way wage determination has multi-level structure in the sense that individual wage is influenced by individual-level variables (level-1) and work region-level (level-2) variables. To incorporate dependency between individual wages into the model, we utilize hierarchical linear model (HLM). The major results are as follows. First, it is shown that the HLM model is better than the OLS regression models which do not take level-1 and level-2 variables simultaneously into account. Second, random effects on sex, maester dummy and engineering dummy variables are statistically significant. Third, the fixed effects on business hours and mean wage of regular job for level-2 variables are statistically significant effect individual-level wages. Finally, parental education level, parental income, number of licenses and high school grade are statistically significant for higher individual-level wages.

The Hierarchical Linear Relationship of Individual and Organizational Variables with the Receptivity to Organizational Change of Professors in Junior Colleges (전문대학 교수의 조직변화 수용성과 개인 및 조직 변인의 위계적 관계)

  • Seok, Young-Mi;Na, Seung-Il
    • Journal of vocational education research
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    • v.36 no.2
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    • pp.23-50
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    • 2017
  • The purpose of this study was to determine the hierarchical linear relationship among receptivity to organizational change, individual variables of professors and organizational variables in junior colleges. The population for this study was 12,920 professors in 139 junior colleges. Using random sampling method considering subject, 800 professors in 40 colleges were sampled for this study. The data were collected from May 26 to June 13. A total of 445 out of 800 questionnaires were returned of which 441 of 40 junior colleges were used for analysis after data cleaning. These data were analyzed by both descriptive statistics and One-way ANOVA with Random Effects, Ranmdom-Coefficients Regression Model, and Intercepts-and Slopes-as-Outcomes Model of hierarchical linear model(HLM). All data analysis was accomplished using the SPSS 20.0 for windows program and the HLM 6.0 for windows program. An alpha level of 0.05 was established priori for determining the significance. The findings of the study were as follows: First, the level of receptivity to organizational change of professions in junior college was 3.94. Second, 56.5% of total variance in receptivity to organizational change was individual level variance. 43.5% of total variance in receptivity to organizational change was organizational level variance. Third, personal valence about organizational change, psychological ownership, experience of assignment, years of service and job security had positive effects on receptivity to organizational change while years of service had negative effects on receptivity to organizational change. The effect of personal valence about organizational change was highest, and the effect of job security was lowest. Fourth, degree of organizational change, participative decision-making, group culture and accessibility of information related to organizational change had positive effects on receptivity to organizational change. The effect of degree of organizational change was highest, and the effect of accessibility of information related to organizational change was lowest.

Investigating the Hierarchical Nature of Content and Cognitive Domains in the Mathematics Curriculum for Korean Middle School Students via Assessment Items (평가 문항을 활용한 중학교 수학 교육과정의 내용 및 인지행동의 위계성 조사)

  • Song, Mi-Young;Kim, Sun-Hee
    • School Mathematics
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    • v.9 no.2
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    • pp.223-240
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    • 2007
  • The purpose of this study was to investigate the degree to which the middle school mathematics curriculum matched the item difficulty levels of representative mathematics items. The items used in this study were developed for the National Assessment of Educational Achievement. Ranks for difficulty values of the 60 multiple-choice item were calculated via both Classical Test Theory and Item Response Theory and correlated with the rank order of the mathematics content and cognitive domains sequence. There are six content domains; number and operation, algebra, measurement, figure, pattern and function, and probability and statistics. The cognitive domains include computation, understanding, reasoning and problem-solving. Results suggest a congruence between cognitive domain's sequence and item difficulty levels of items based on that sequence. This finding indicates that the linear or hierarchical assumptions concerning the sequence appears to be reasonable. The characteristics of items that were exceptions to this trend were addressed.

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