• 제목/요약/키워드: Multivariate Analysis of Variance (MANOVA)

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초등학교 저학년 학생들의 환경소양 및 환경소양에 영향을 미치는 변인 (Elementary School Children's Environmental Literacy and Affecting Variables)

  • 주혜은;이은아;고희령;신동희;이문남
    • 한국초등과학교육학회지:초등과학교육
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    • 제24권3호
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    • pp.310-320
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    • 2005
  • The purpose of this study was to investigate young children's environmental literacy level and variables that affected their environmental literacy. Of the students, 969 in third grade from big cities, medium sized cities and rural areas participated in this study, and their environmental literacy was measured through 69 questions consisted of 24 items for knowledge, 22 for attitude, 16 for behavior, and 7 for skills with 13 demographic variables. Eighty minutes were given to answer the questions. Statistical analysis was conducted on each of the categories (knowledge, attitude, behavior, skill) that make up environmental literacy and multivariate analysis variance (MANOVA) was also conducted to investigate variables that affect environmental literacy. Results indicated that the correlation between attitude and behavior is the highest. Also, it was found that a demographic variable might affect one, two, or sometimes all categories of the environmental literacy.

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지각된 부·모의 양육태도 유형과 청소년의 학교생활적응 간의 관계 (The Relationships between the Parental Attitude types and Adolescents' Adaptation to School)

  • 김종희;김은향
    • 디지털융복합연구
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    • 제15권3호
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    • pp.353-363
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    • 2017
  • 본 연구는 지각된 부 모의 양육태도 유형, 부모 간 양육태도의 일치 여부 및 유형에 따라 청소년의 학교생활 적응에 차이가 있는지 알아보는데 목적이 있다. 이를 위하여 중고생 586명(여학생 306명)을 대상으로, 이들이 지각한 부 모의 양육태도 유형과 학교생활 적응 수준을 조사하였으며, 다변량 분산분석(MANOVA)을 통해 차이검증을 하였다. 연구결과, 부 모의 양육태도 유형에 따라 청소년의 학교생활적응 수준에는 차이가 있는 것으로 나타났으며, 애정-자율 일치 집단 부모의 자녀가 다른 경우(애정-통제일치, 적대-자율일치, 적대-통제일치, 불일치)에 비해, 학교생활 적응 수준이 유의미하게 높은 것으로 나타났다. 또한 적대-통제 일치 집단 부모의 자녀는 불일치 집단 부모의 자녀보다도 학교생활 적응 수준이 낮은 것으로 확인되었다. 이를 바탕으로 부모 양육태도의 중요성과 영향력을 논의하였으며, 부모 양육태도와 자녀의 적응에 대한 후속연구의 방향을 제안하였다.

고려인 라키비움 공간구축 모형에 관한 연구 (A Study on the Koryoin Larchiveum Space Construction Model)

  • 박현지;장우권
    • 한국비블리아학회지
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    • 제34권3호
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    • pp.183-204
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    • 2023
  • 이 연구의 목적은 고려인 역사문화관을 중심으로 라키비움의 공간·기능을 고려한 고려인 라키비움 구축모형을 제시하는 데 있다. 이를 위해 사서, 기록연구사, 학예사 등을 대상으로 설문조사를 실시하였으며 기관별 공간 및 업무 요구도 간 평균 차이를 알아보고자 다변량 분산분석(MANOVA)을 실시하였다. 또한 설문조사를 바탕으로 2차 전문가(관장, 대표자, 고려인 전문가 등) 대상의 공간구성 요소에 대한 심층면담을 실시하였다. 그 결과 첫째, 고려인 라키비움에 필요한 기능 위주로 설정한 공간·기능적 요소를 도출하였다. 공간요소는 도서관은 보존서고, 열람실, 휴게공간, 기록관은 기록물 보존실과 전시실, 문화관은 수장고와 전시실 등이다. 기능(업무)은 도서관 3, 기록관 5, 문화관 4개의 요소로 나타났다. 둘째, 면담 내용의 검토를 거쳐 고려인 라키비움 구축모형을 수정·보완하여 구성하였다. 공간구성은 지하1층에서 지상 3층까지 설치공간, 업무내용, 담당인력 등을 제시하였다.

시내버스 친절서비스 향상 방안에 대한 연구 (A Study on Improvement Plan of City Bus Kindness Service)

  • 이정훈;정헌영;신강원
    • 대한토목학회논문집
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    • 제37권2호
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    • pp.369-377
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    • 2017
  • 부산광역시는 대중교통이용활성화정책의 하나의 방안으로 2007년부터 버스준공영제를 실시하였다. 준공영제 실시 후 노선개편과 요금제도 개선 등의 효과로 인해 일정기간 동안 버스이용객은 증가하였지만 다시 이용객이 감소하고 있는 추세이다. 이는 시스템적인 측면의 개선을 통해 가져올 수 있는 효과만으로는 시내버스 이용증가에 한계가 있다는 것을 시사한다. 따라서 본 연구에서는 시내버스 이용을 증가시키기 위하여 새로운 방안이 필요하다고 판단되어 친절서비스 향상 방안에 대해 분석을 실시하였다. 부산광역시 시내버스이용자와 운전자에게 16가지 친절서비스항목에 대해 설문을 진행하여 분석하였으며 주요 내용은 다음과 같다. 시내버스이용자와 운전자를 대상으로 친절서비스 항목에 대한 중요 정도를 판단하는 분석을 실시한 결과 친절서비스를 유지강화 해야 할 분야, 점진적으로 개선해나가야 할 분야, 향상을 위해 권장해야 할 분야, 그리고 집중적으로 개선해나가야 할 분야로 분류되었다. 상기 4가지 친절서비스 분야에 대한 업체별 차이를 파악하고자 부산광역시 시내버스 33개 업체를 대상으로 군집분석을 실시 한 결과 4개의 군집으로 나누어졌으며 친절서비스에 대해 높은 중요도를 보이는 2개의 군집(14개 업체)과 낮은 중요도를 보이는 2개의 군집(19개 업체)으로 분류되었다. 또한 4개의 친절서비스 분야가 군집 간에 유의한 차이를 보이는지 살펴보기 위하여 다변량 분산분석(MANOVA)을 실시한 결과 차이가 명확히 있는 것을 파악되었으며 이를 통해 부산광역시 시내버스 친절서비스 향상을 위한 제고방안에 대하여 고찰 하였다.

인라인스케이터의 인라인스케이트 의복흥미 연구(Ⅱ) (A Study on In-line Skate Clothing Interest of In-line Skaters)

  • 정태진;유태순
    • 한국의류산업학회지
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    • 제6권6호
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    • pp.731-739
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    • 2004
  • As the life styles have been changed in modern society and sports gave been emphasized for spending spare time and improving health condition, sports are regarded to lave a leading role to fashion as one of the prominent factors. This study is to analyze the gender-identity and how different levels of involvement in In-line skating affects clothing interests. 291 In-line skaters ranged in age from middle twenties to middle thirties were surveyed and measured for this study. MANOVA(multivariate analysis of variance), ANOVA(univariate analysis of variance), Cronbach ${\alpha}$ reliability, t-test, and correlation analysis were performed with SPSS 10.0 program on the selected data. The results of this study are as follow. There were no obvious differences in In-line skating clothing interests by gender of In-line skaters. There were, however, differences in the reasons for In-line skating, the hours to skate per week. Those whose purpose for skating was diet had more interest in style focused on expression. In case of skating for health, they showed interest in activity-functionality style and anti-deviation style. The group of In-line skaters who skated 15 to 18 per week gave more interest in activity-functionality style out of the clothing interest-factors. Those who had strong masculinity in gender-identity of In-line skaters were more involved in In-line skating. There were some differences in clothing interests according to gender-identity of In-line skaters. In regard of In-line skating clothing interest by involvement in In-line skating, those who had higher involvement in In-line skating had higher In-line skating clothing interest.

Impact of Topsoil Stockpiling Methods on the Viability of Seed Banks

  • Yi, Myung-Hoon
    • 한국환경과학회지
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    • 제27권10호
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    • pp.907-923
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    • 2018
  • The aim of this study was to determine the appropriate stockpiling methods for revegetation by comparing the germination status of seed banks before and after preservation for 2 years. Soil temperature in stockpiled topsoil was higher in open treatment and at 1.5 m, whereas soil water content was maintained at lower levels (14.06-19.08%), than those in the control group. The seed banks in stockpiled topsoil had 48 species and 1,559 individuals, among which perennials showed the highest number in terms of life forms, whereas Compositae and Gramineae were dominant in terms of families. Based on seed bank type, persistent seed banks had the highest number of species, while transient seed banks had the highest number of individuals. By stockpiling period, the number of species in the seed bank started to increase after 24 months, while the number of individuals began increasing after 12 months and exceeded that of the control group after 24 months. Regarding the treatment of stockpiling methods, the number of species and individuals in open treatment were closer to those of the control group. When analyzed by height, the number of species and individuals were higher at 0 m, but still lower than those of the control group. A multivariate analysis of variance (MANOVA ) showed that the optimal combination was obtained in open treatment and the number of individuals increased with the lengthening of the stockpiling period.

목 폄 시 탄력성 테이프의 신장력 차이가 전방머리자세 증후군의 근수축 개시시간에 미치는 영향 (The Effect of Different Elastic Tape Expansibilities on the Onset Time of Muscle Contraction during Neck Extension for Forward Head Posture Syndrome)

  • 윤정규
    • PNF and Movement
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    • 제20권3호
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    • pp.331-340
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    • 2022
  • Purpose: Thisstudy aimed to identify the effect of varying the expansibility of elastic tape on the onset time of muscle contraction during neck extension for forward head posture syndrome. Methods: Forty-five young adults with forward head posture syndrome volunteered to participate and were randomly assigned to one of three groups according to the expansibility of the elastic tape (25%, 50%, 75%). The onset time of muscle contraction for the neck extensor during neck extension was measured using an electromyographic system (Free EMG, BTS, Italy). Multivariate analysis of variance was employed to determine the effect of different expansibilities of elastic tape on the onset time of muscle contraction during neck extension for forward head posture syndrome. When there was a statistically significant difference by MANOVA, Scheffe was used as a post-hoc test. The level of significance was set at α=0.05. Results: In the comparison of the onset time of muscle contraction of varying elastic tape expansibilities and measurement times, there was a significant difference between the groups (Lt. UT, Lt. SCM, Rt. SCM) (p < 0.05), but there was no significant difference in the interaction between the measurement time and the group, between the measurement time (p > 0.05). Conclusion: In the neck extension, 75% of the tape extensibility in the Lt. UT and both SCM shortened the muscle contraction onset time.

The Effect of Forced Exposure to Crosscutting Information: What Is the Effect of Broadcast News Shows That Deliver Opposing Opinions?

  • Sangik Han;Sungjoong Kim
    • Asian Journal for Public Opinion Research
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    • 제11권4호
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    • pp.304-326
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    • 2023
  • News shows often deliver crosscutting information to their audiences by inviting commentators from rival political parties. If these news shows foster the formation of informed and balanced views of the audience, mass media could provide countermeasures against political polarization. To test the effect of such news shows, this study conducted an experiment with two variants of a simulated radio talk show. In the partisan scenario, the two guest commentators' affiliations suggested their ideological orientation. In the non-partisan scenario, the commentators had neutral affiliations. We divided participants into two ideology groups, liberals and conservative, and compared each group's evaluation of the commentators in the two scenarios. Two multivariate analysis of variance (MANOVA) tests were conducted to analyze the effect of the perceived ideology of the commentators on respondents' attitudes toward the commentators' arguments depending on their own ideological inclinations. The analyses results did not support the hypothesis that anticipated partisan attitudes towards the commentators' arguments. It was only the liberal respondents who showed statistically significant different attitudes toward commentators' arguments in each of the two scenarios. The findings suggest that such broadcast shows do not automatically trigger partisan message processing and may help the audience to develop informed and balanced opinions. While the current study failed to find conclusive evidence to support the hypotheses, it also found that the perceived ideology of the information source may trigger partisan attitudes for certain types of issues. Future studies with different experiment designs are needed to investigate the issue further.

청년기 자녀의 성역할 정체감과 부모의 양육행동과의 관계 (The Adolescent's Sex Role Identity and Perceived Parent Behaviors)

  • 박선영
    • 대한가정학회지
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    • 제27권4호
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    • pp.139-150
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    • 1989
  • The present study was designed to answer the following questions: 1) Is there and relationship between the adolescent's sex role identity and perceived parent behavious? 2) Is there any gender differences in perceived parent behavious? 3) Is there any interaction effect between sex role identity and gender in perceived parent behaviors? 109 male and 101 female undergraduates from the five universities in Seoul served as subjects in this investigation. Subjects were administered the Parent Behavior From (PBF) and the Bem Sex Role Inventory (BSRI) in counterbalanced order. A4 (sex-role identity)×2(gender) multivariate analysis of variance was performed for the perceived paternal and maternal behaviors separately. The simultaneous confidence intervals for pairwise comparison were followed when the MANOVA was significant. In testing all hypotheses, .05 was used as a significance level in this study. For the perceived paternal behavious, 1) The androgynous group, compared with the undifferentiated group, reported greater father warmth, active involvement, greater encouragement of cognitive independence, cognitive curiosity, cognitive competence, achievement control, and conformity. 2) The androgynous individuals showed higher father warmth, congitive independence, curiosity, and cognitive competence than the feminine individuals. 3) The androgynous individuals were found to have significantly higher father warmth than the masculine individuals. For the perceived maternal behaviors, there was a significant difference between gender groups in conformity. Daughters reported higher conformity than sons. The interaction effect between sex-role identity and gender, however, was not found to be significant.

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PPO 저해 제초제 내성 유전자변형 벼가 절지동물군집에 미치는 영향 (Arthropod Diversity and Community Structure in Fields of Non-genetically Modified (GM) and Herbicide-tolerant GM Rice)

  • 김영중;이준호;백경환;김창기
    • 한국응용곤충학회지
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    • 제54권4호
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    • pp.335-343
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    • 2015
  • 유전자변형 작물이 절지동물에 미칠 수 있는 잠재적인 부정적 영향은 유전자변형 작물의 주요한 환경위해성의 하나로 여겨지고 있다. 본 연구에서는 PPO (protoporphyrinogen oxidase) 저해 제초제 내성 유전자변형 벼가 절지동물에 미칠 수 있는 영향을 평가하기 위하여 절지동물의 다양성과 군집구조를 조사하였다. 절지동물은 야외포장에서 벼의 생육기간 동안 황색점착트랩을 이용하여 채집하였다. 유전자변형 벼는 채집된 절지동물군집의 다양도 지수에 유의한 영향을 주지 않았다. 또한 다변량분석(PerMANOVA, NMDS) 결과에서도 절지동물군집 구조는 채집시기에 따라 달랐지만 벼의 유전형(유전자변형 또는 비변형)에 의해 영향을 받지 않았다.