• Title/Summary/Keyword: Latent Mean Analysis (LMA)

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Latent Mean Analysis of Health Behavior between Adolescents with a Health Problem and Those without: Using the 2009 Korean Youth Health Behavior Survey

  • Park, Jeong-Mo;Kim, Mi-Won;Cho, Yoon Hee
    • Research in Community and Public Health Nursing
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    • v.24 no.4
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    • pp.488-497
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    • 2013
  • Purpose: The purpose of this study was to identify the construct equivalence of the general five factors of health behavior and to compare the latent means between adolescents with a health problem and those without in Korea. Methods: The 2009 KYRBS (Korean Youth Risk Behavior Survey) data were used for the analysis. Multi-group confirmatory factor analysis was performed to test whether the scale had configural, metric, and scalar invariances across the existence of health problems in adolescents. Results: Configural, metric, and factor invariances were satisfied for the latent mean analysis (LMA) between adolescents with health problem and those without. Adolescents with health problem and those without were not different in the LMA of all factors. Conclusion: Health providers should give more interest to the group of adolescents with health problems and consider prudential school life to the same group.

Latent Means Analysis of Perceived Stigma, Psychological Empowerment, Job Satisfaction According to the Working Hours among the Employed People with Mental Illness (취업 정신장애인의 근로시간 형태별 지각된 낙인감, 심리적 역량강화, 직무만족에 대한 잠재평균분석)

  • Lee, Yu-Ri
    • Journal of Digital Convergence
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    • v.16 no.1
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    • pp.431-438
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    • 2018
  • This study aimed to investigate the differences of perceived stigma, psychological empowerment, job satisfaction according to the working hours by latent means analysis(LMA). To get the results, a survey was conducted, targeting employed people with mental illness. Key outcomes of the analysis were as follows. First, it was verified that perceived stigma and job satisfaction, psychological empowerment had statistically meaningful direct relationships. Second, it was analyzed that psychological empowerment had a partial mediating effect in the relationship between perceived stigma and job satisfaction. Third, according to LMA, full-time group showed higher latent mean values on the perceived stigma and lower latent mean values on the job satisfaction. However, part-time group showed lower latent mean values on the psychological empowerment. Based in these results, comprehensive interventions for activating job satisfaction were proposed.

A study on the factors of convergent caring competency for promotion of caregivers' wellness of disabled children (장애자녀 돌봄제공자의 웰니스 증진을 위한 융복합 돌봄역량 요인 연구)

  • Lee, Yu-Ri;Kim, Nam-Jung
    • Journal of Digital Convergence
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    • v.14 no.2
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    • pp.479-487
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    • 2016
  • This study aimed to investigate the difference of the disabilities type of caring competency, caring appraisal(caring burden, caring satisfaction), self-help group support for parents who have children with disabilities. The data were collected by a self-reported questionnaire from 301 parents who have disabled children(180 mental disabilities & 121 physical disabilities). Given the three types of invariance satisfied, latent means analysis(LMA) is performed to test mean differences on the four factors across the two groups. According to LMA where the parents who have children with physical disabilities are used as the reference group, the parents who have children with mental disabilities showed higher latent mean values on the self-help group support and caring burden. However, the parents who have children with physical disabilities showed higher latent mean values on the caring satisfaction and caring competency.

An Empirical Study on Career Maturity, Achievement Goal, Learning Attitude and Academic Achievement of Middle School Students : Focused on Subjects-Related Career Education (중학생의 진로성숙도와 성취 목표, 학습 태도 및 학업성취도 실증적 고찰 : 교과연계 진로교육 경험을 중심으로)

  • Hahm, Seung-Yeon
    • Journal of Fisheries and Marine Sciences Education
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    • v.24 no.5
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    • pp.616-626
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    • 2012
  • The purpose of this study is to verify career maturity, achievement goal, learning attitude and academic achievement relation with subjects-related career education of middle school students. To achieve these aims, this study used SELS(Seoul education longitudinal study) of Seoul Education Research & Information Institute. Also, analysis as well as descriptive statistics calculation on average, deviation, skewness and kurtosis of variable factor and calculated characteristic item and degree of reliability(Cronbach ${\alpha}$). For goodness of fit test, this study used TLI(Tucker-Lewis index) and RMSEA(Root mean square error of approximation). To achieve the ultimate objects, this study used LMA(latent mean analysis) for analysis of difference career maturity, achievement goal, learning attitude and academic achievement relation with subjects-related career education in middle school students. The results are as follows. First, experience relation with subjects-related career education were influenced on career maturity with career cognition. Second, experience relation with subjects-related career education were influenced on achievement goal, learning attitude, and larger than career maturity and academic achievement. Third, experience relation with subjects-related career education were influenced on middle school students more than inexperienced relation with subjects-related career education.

The Structural Relationship and Latent Means Analysis of Gender among Academic Self-Efficacy, Interest, External Motivation and Science Achievement for High School Students (고등학생의 학업적 자기효능감, 외적동기, 흥미, 과학 과목 성취도의 구조적 관계와 성별에 따른 잠재평균 분석)

  • Joo, Young Ju;Chung, Young Lan;Lee, Yoo Kyung
    • Journal of The Korean Association For Science Education
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    • v.31 no.6
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    • pp.876-886
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    • 2011
  • This study was carried out to investigate the difference of gender of academic self-efficacy, external motivation, interest and science achievement for high school students of Korea and to verify the structural relationship among these variables using PISA 2006 data. The major findings of this study are as follows. According to Multi-group analysis, Latent means analysis (LMA), where boys were used as the reference group, girls showed lower latent mean values on the academic self-efficacy, extrinsic motivation and interest. Academic self-efficacy was found to have a greater effect on achievement compared to external motivation and interest. According to structural equation modeling (SEM) analysis, academic self-efficacy and extrinsic motivation affected interest. Academic selfefficacy, external motivation, and interest affected science achievement. Lastly, interest mediated academic selfefficacy and external motivation on science achievement.

The Effects of Self-construals, Self-esteem, and Gender on the Evaluation of Personal Web Sites' Self-presentation Styles (방문자의 자아 구성, 자아 존중감, 성별이 개인 웹사이트에 드러난 자기 제시(self-presentation)에 대한 평가에 미치는 영향)

  • Lee, Yun-Mi;Yang, Hye-Young;Lee, Mi-Na;Kim, Joo-Han
    • Korean journal of communication and information
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    • v.36
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    • pp.254-286
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    • 2006
  • The purpose of the present study is to examine how visitors of personal web sites evaluate self presentation styles. We hypothesized that visitors' gender, self construals, and self esteem would influence the evaluation (likeability and perceived competence) of the self presentation styles (bragging or positive presentation). The hypothesized models were tested with structural equation modeling. Gender differences among the constructs were also examined through latent mean analysis. The results revealed that females tended to have higher interdependent self construal than males. And the male and the female students showed higher likeability toward the self presentations of the other gender. Regarding perceived competence, women and men perceived the other gender more competent, and especially, women perceived men's bragging presentation more competent. Self construals and self esteem, however, did not show any significant effects, which were inconsistent with the results of the previous studies conducted with offline self presentation styles. One of the main implications of this study is that visitors' gender, among other things, is the most infueltial factor in perceiving and evaluating others' self presentation through personal web sites.

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Structural Relationship among Self-Directed Learning Ability, Learner-Instructor Interaction, Learner-Learner Interaction, and Class Satisfaction in Online Learning Environments (온라인 학습에서 자기주도학습능력, 상호작용 및 수업만족도의 구조적 관계)

  • Yoo, Jieun
    • Journal of Christian Education in Korea
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    • v.63
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    • pp.255-281
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    • 2020
  • The purpose of this study was to investigate the structural relationship among self-directed learning ability, learner-instructor interaction, learner-learner interaction, and class satisfaction in online learning environments by the structural equation modelling (SEM). Participants of the study consisted of 300 students (110 = high school students, 190 = college students). Through latent mean analysis (LMA), there was no significant difference of study variables between high school and college groups. However, thorough multi-group analysis, self-directed learning ability had a direct and indirect effect on class satisfaction for the college group via learner-instructor and learner-learner interactions, while learner-learner interaction played a full mediating role of the relationship between self-directed learning ability and class satisfaction for the high school group. In addition, self-directed learning ability had a stronger influence on learner-learner interaction for the college group than the high school group. These results would provide important implications for understanding the different mechanisms between high school and college online learning contexts.