• Title/Summary/Keyword: Structural Equation Model (SEM)

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The Effects of Education Service Quality on Career Decision-Making Self-efficacy, Career Decision Level, and Career Preparation Behavior : Focused on the Moderating Effects of Freshman and Undergraduate Students (대학의 교육서비스품질이 진로결정자기효능감, 진로결정수준 및 진로준비행동에 미치는 영향 : 신입생과 재학생의 조절효과를 중심으로)

  • Sung, Haengnam;Kim, Eun-Jung;Lee, Taewon
    • Knowledge Management Research
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    • v.22 no.2
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    • pp.189-208
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    • 2021
  • The purpose of this study was to identify the effect of education service quality (quality of professor service, quality of curriculum service) on career decision-making, self-efficacy, career decision level, and career preparation behavior. Appropriate measures were developed and tested on 426 respondents of Gyeongnam province in South Korea with a cross-sectional questionnaire survey. To ensure the reliability and validity of the questionnaire, frequency analysis, reliability analysis, and validity analysis were conducted. To ensure the reliability and validity of the measurement model, the CFA(confirmatory factor anlaysis) were conducted. The SEM(structural equation modeling) analysis was undertaken to perform the path analysis among the variables and to assess the suitability of the model. MCFA(multi group CFA) and MSEM(multi group SEM) were performed to confirm the moderation effect. Results of the study are summarized as follows: Firstly, education service quality has positive effects on career decision-making self-efficacy. Second, career decision-making self-efficacy has positive effects on career decision level and career reparation behavior. Third, career decision level has positive effects on career reparation behavior. Finally, it was found there exists a moderating effect of freshman/registered student between education service quality, career decision-making self-efficacy, career decision level, career preparation behavior. As a result of this study, it is suggested that investigation of extraneous variables which help to improve career preparation behavior and career decision level as for career of university student will contribute to university education.

Multivariate Analysis of Factors for Search on Suicide Using Social Big Data (소셜 빅 데이터를 활용한 자살검색 요인 다변량 분석)

  • Song, Tae Min;Song, Juyoung;An, Ji-Young;Jin, Dallae
    • Korean Journal of Health Education and Promotion
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    • v.30 no.3
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    • pp.59-73
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    • 2013
  • Objectives: The study is aimed at examining the individual reasons and regional/environmental factors of online search on suicide using social big data to predict practical behaviors related to suicide and to develop an online suicide prevention system on the governmental level. Methods: The study was conducted using suicide-related social big data collected from online news sites, blogs, caf$\acute{e}$s, social network services and message boards between January 1 and December 31, 2011 (321,506 buzzes from users assumed as adults and 67,742 buzzes from those assumed as teenagers). Technical analysis and development of the suicide search prediction model were done using SPSS 20.0, and the structural model, nd multi-group analysis was made using AMOS 20.0. Also, HLM 7.0 was applied for the multilevel model analysis of the determinants of search on suicide by teenagers. Results: A summary of the results of multivariate analysis is as follows. First, search on suicide by adults appeared to increase on days when there were higher number of suicide incidents, higher number of search on drinking, higher divorce rate, lower birth rate and higher average humidity. Second, search on suicide by teenagers rose on days when there were higher number of teenage suicide incidents, higher number of search on stress or drinking and less fine dust particles. Third, the comparison of the results of the structural equation model analysis of search on suicide by adults and teenagers showed that teenagers were more likely to proceed from search on stress to search on sports, drinking and suicide, while adults significantly tended to move from search on drinking to search on suicide. Fourth, the result of the multilevel model analysis of determinants of search on suicide by teenagers showed that monthly teenagers suicide rate and average humidity had positive effect on the amount of search on suicide. Conclusions: The study shows that both adults and teenagers are influenced by various reasons to experience stress and search on suicide on the Internet. Therefore, we need to develop diverse school-level programs that can help relieve teenagers of stress and workplace-level programs to get rid of the work-related stress of adults.

The Intention to Play Online Games in China (중국 게이머의 온라인게임 참여의도에 관한 연구)

  • Yoon, Ki-Chang;Xu, Hasisheng;Lim, Dal-Ho
    • The Journal of Industrial Distribution & Business
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    • v.9 no.4
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    • pp.63-72
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    • 2018
  • Purpose - The purpose of this paper is to investigate the effects of online game properties, social interaction, and player satisfaction on intention to online games in Chinese gamers. Research design, data, and methodology - This study is an empirical analysis assuming that properties of online games, social interaction and satisfaction will induce Chinese gamers' intention to play online games. We set the relationship between the six variables as follows. First, the properties of online games, exogenous variables, were identified by three factors: entertainment, security, participation and challenge. Second, we had input social interaction among gamers as another exogenous variables. Third, the gamer's satisfaction of online games was added to the research model as a mediating variable between exogenous variables and endogenous variables. Finally, gamer's intention to play influenced by satisfaction and social interaction was used as final endogenous variable. The data used for the empirical analysis were collected through questionnaires for Chinese under age 35 who enjoy the online games. The data used in the research were finally extracted from 195 questionnaires. The collected data were tested through the analysis of the measurement model (Step 1) and the analysis of the structural model (Step 2). The covariance structure equation model (SEM) was used for the analysis. The measurement model and structural model were evaluated by the maximum likelihood method. Results - The results of the empirical analysis are as follows. The satisfaction of online games were entertainment and security had a significant effect to satisfaction; but participation and challenge and social interaction had no significant effect on satisfaction. The social interaction among gamers and the satisfaction with online games have a significant influence on the intention to play online games. As a result, the attributes of the game were affecting the intention to play the game after satisfaction. Social interaction influenced the intention to play online games rather than satisfaction itself. Conclusions - This study provide some practical implications for the new companies who want to enter the online game industry and seek to competitiveness in China, and provide theoretical implications on the role of interaction among gamers in the study of online games.

The Structural Relationships among the Variables of Fan Attachment, Location-Based Service, and Future Fan Behavior by Utilizing Technology Acceptance Model (TAM) (스마트경기장 환경에 따른 위치기반서비스 품질이 구단애착심 및 미래행동에 미치는 효과 분석)

  • Chang, Deok-Seon;Kwon, Tae-Geun;Jeon, Jong-Hwan;Park, Sung-Bae Roger
    • The Journal of the Convergence on Culture Technology
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    • v.6 no.2
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    • pp.231-238
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    • 2020
  • The main purpose of this current study was to identify the structural relationships between the variables of team attachment, location-based service, and future fan behaviors by utilizing Technology Acceptance Model (TAM). Among the 10 KBO franchises, SK Wyverns and KT Wiz were qualified to have their own smart applications programs and the relevant infrastructure at their home venues. Thus, a total of 500 surveys were collected from SK Wyverns and KT Wiz games during September of 2019 and a total of 448 were used for data analysis after deleting 52 surveys due to the missing data. According to the results of a structural equation modeling, 12 positive (+) causality out of 14 hypotheses were confirmed that there must be causal relationships among the variables of location-based service at the smart stadium, TAM, fan attachment, and future fan behavior. It is hoped that this study can be contributing to the foundational developments of marketing strategies by adopting the new technological advancement in the Korean sport industry in the future.

The Effects of Brand Attachment, Brand Name, and Brand Image Congruence on Brand Attitude, WOM and Revisit Intentions in the Restaurant Sector (브랜드 애착, 브랜드 네임, 브랜드 이미지 일치성이 태도, 구전 및 재방문의도에 미치는 영향)

  • KIM, Eun-Jung
    • The Korean Journal of Franchise Management
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    • v.13 no.2
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    • pp.53-66
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    • 2022
  • Purpose: How to build the attitude on brand is very important, because it affects the positive word of mouth and revisit intention. Brand attachment, brand name, and image congruence play important role on consumer behavior in terms of reinforcing consumers' perception of food service companies and differentiating them from competing brands. Following the planned behavior theory, this paper examines the effect of linking brand attitude to word-of-mouth and revisit intentions in the restaurant sector. Research design, data, and methodology: This paper examines the structural relationship among brand attachment, brand name, image congruence, brand attitude, WOM, and revisit intention. In order to test the purposes of this study, research model and hypotheses were developed. The questionnaire items were modified and used according to the content of this study based on previous studies. All constructs were measured by multiple items tested and developed in the previous research. The study is based on the quantitative method and considered 519 questionnaires fulfilled by customers of restaurants. The data were explored employing the partial least square-structural equation modelling (PLS-SEM). Frequency analysis was conducted to identify the general characteristics of the survey subjects. To measure the reliability and validity of the measurement tools, confirmatory factor analysis was conducted. Structural model analysis was conducted to verify the research model. Result: The findings demonstrate that brand attachment and brand name had positive effects on attitude while image congruence did not have. Also, attitude had positive effect on WOM and revisit intention. Conclusions: This study expands the literature about WOM and revisit intentions. This study expands prior research in a similar field to which the theory of planned behavior (TPB) is applied, and reveals that brand attachment, brand name, and brand image congruence play an important role in developing brand attitude that affect revisit intention and WOM. And provide guidelines on how to enhance competitiveness in the restaurant sector based on understanding of linking brand attitude to customer loyalty and repeat business. By putting into practice these suggestions in the restaurant industry, brands can easily build up their attitude and boost a positive WOM and the intention to revisit.

The Influence of Hotel Culinary Staff's Burnout on Job Satisfaction and Turnover Intention : Focusing on Moderating Effects by Staff's Career and Gender (특급 호텔 조리사의 소진과 직무만족도 및 이직의도와의 인과관계 연구 : 경력과 성별의 조절효과를 중심으로)

  • Kim, Young-Joong;Jung, Hyo-Sun;Yoon, Hye-Hyun
    • Culinary science and hospitality research
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    • v.17 no.2
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    • pp.111-125
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    • 2011
  • The purposes of this study were to understand the influence of culinary staffs burnout in deluxe hotels upon job satisfaction and turnover intention and empirically analyze the moderating effects by career and gender between the relations of burnout and job satisfaction. Based on total 309 employees obtained from the empirical research, this study reviewed reliability and fitness of the research model and verified total 2 hypotheses with AMOS program. The hypothesized relationships in the model were tested simultaneously by using a structural equation model(SEM). The proposed model provided an adequate fit to the data, $X^2$=391.832(p<0.001), df=238, CMIN/DF=1.646, GFI=0.905, AGFI=0.880, NFI=0.936, CFI=0.974, and RMSEA=0.046. SEM resulted that the non-accomplishment(${\beta}$-0.306, p<0.001) in hotels showed a negative significant influence on job satisfaction. Also, job satisfaction(${\beta}$-0.285, p<0.001) had a positive significant influence on turnover intention. The moderating effects on gender do not seem to exist, although its effects on career do. Limitations and future research directions are also discussed.

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The Effect of Employees' Physical Attractiveness in Foodservice Companies on Interpersonal Relationship, Job Satisfaction and Organizational Citizenship Behavior - Focused on the Moderating Roles of Gender and Company Types - (외식 기업 종사원의 신체적 매력도와 대인관계, 직무만족도, 조직시민행동과의 인과관계 연구 - 성별과 기업 형태의 조절 효과를 중심으로 -)

  • Jung, Hyo-Sun;Yoon, Hye-Hyun
    • Culinary science and hospitality research
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    • v.16 no.1
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    • pp.112-126
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    • 2010
  • The purpose of this study is to understand the effect of employees' physical attractiveness in foodservice companies on interpersonal relationship, job satisfaction and organizational citizenship behavior and the moderating effect of gender and company types. Based on total 553 samples obtained from the empirical research, this study reviewed reliability and the fitness of a research model and verified total 3 hypotheses using the Amos program. The hypothesized relationships in the model were tested simultaneously by using a structural equation model(SEM). The proposed model provided an adequate fit to the data, $x^2$(df 179)=627.230, p<0.01, CMIN/DF 3.504, RMR 0.228, GFI 0.903, AGFI 0.875, NFI 0.935, CFI 0.953, RMSEA 0.067. SEM resulted that the employees' physical attractiveness(face attractiveness: $\beta=0.213$; body attractiveness: $\beta=0.111$) showed a significant effect on interpersonal relationship, and interpersonal relationship($\beta=0.375$) had a significant effect on job satisfaction. Also, job satisfaction($\beta=0.756$) had a significant effect on organizational citizenship behavior. As a result of analyzing the moderating role, the effect of the employees' physical attractiveness in foodservice companies on interpersonal relationship, job satisfaction and organizational citizenship behavior was moderated by both of gender and company types. Limitations and future research directions are also discussed.

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The Effect of Physical Environment of Family Restaurant upon Customers' Emotions, Satisfaction and Revisit Intent - Focused on the Moderating Roles of Gender and Age - (패밀리 레스토랑의 물리적인 환경이 고객의 감정, 만족도 및 재방문 의도에 미치는 영향 - 성별과 연령의 조절 효과를 중심으로 -)

  • Jung, Hyo-Sun;Yoon, Hye-Hyun
    • Culinary science and hospitality research
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    • v.16 no.4
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    • pp.190-205
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    • 2010
  • The purpose of this study is to understand the effect of physical environment of family restaurant upon customers' emotions, satisfaction and revisit intent. Based on total 438 samples obtained from the empirical research, this study reviewed the reliability and fitness of the research model using Amos program. The hypothesized relationships in the model were tested simultaneously by using a structural equation model (SEM). The proposed model provided an adequate fit to the data, $x^2$ 592.898(p<0.001), df=239, CMIN/DF 2.481, RMR 0.103, GFI 0.900, NFI 0.952, CFI 0.970, RMSEA 0.058. SEM resulted that the physical environment showed a significant effect on customers' positive emotions($\beta$=0.388, p<0.001) and negative emotions($\beta$=-0.148, p<0.001). Also, customers' positive emotion($\beta$=0.828, p<0.001) bad a positive significant effect on customer satisfaction, and customer satisfaction($\beta$=0.771, p<0.001) bad a positive significant effect on revisit intent. Limitations and future research directions are also discussed.

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The Correlations among Trust, Satisfaction, Commitment, and Relation-Continuing Intention for Internet foundation Fashion Shopping Mall (인터넷 창업 패션 쇼핑몰에 대한 이용고객의 신뢰, 만족, 몰입 및 관계지속의도 간의 구조적 인과관계)

  • Jo, Yoon Ah
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.10 no.6
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    • pp.155-165
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    • 2015
  • The objective of this study is to verify the structural correlations among trust, satisfaction, commitment, relation-continuing intention for internet fashion shopping mall. The statistical significance of questionnaire survey data for 360 customers was verified by using SPSS 18.0 and AMOS 18.0 statistical programs with significance levels of the ${\alpha}=0.05$. First of all, Cronbach's ${\alpha}$ was also assessed to verify the reliability of the measuring tool, and the fitness of the model were also verified to investigate the fitness of this research model. Finally, structural equation model analysis was performed to verify the structural correlations among the structural correlations among trust, satisfaction, commitment, relation-continuing intention for internet fashion shopping mall. On the basis of the empirical analysis, the following key results were drawn. First, trust for internet fashion shopping mall has the positively significant effects on satisfaction. Second, trust for internet fashion shopping mall has the positively significant effects on commitment. Third, trust for internet fashion shopping mall has the positively significant effects on relation-continuing intention. Fourth, satisfaction for internet fashion shopping mall has the positively significant effects on relation-continuing intention. Fifth, commitment for internet fashion shopping mall has the positively significant effects on relation-continuing intention. Sixth, the path of trust${\rightarrow}$satisfaction${\rightarrow}$relation-continuing intention for internet fashion shopping mall has the significant indirect effects, therefore the mediation effect of satisfaction was significant. Seventh, the path of trust${\rightarrow}$commitment${\rightarrow}$relation-continuing intention for internet fashion shopping mall has the significant indirect effects, therefore the mediation effect of commitment was significant.

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Effects of the Father's Experience from His Family-of-Origin, Marital Conflict, and Childrearing Behaviors on His Child's Behavioral Problems as a Function of the Child's Sex (아버지의 원가족 분화 경험, 부부갈등, 양육행동이 자녀의 행동문제에 미치는 영향의 모형 검증)

  • Chung, Moon-Ja;Chun, Yeun-Jin
    • Journal of the Korean Home Economics Association
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    • v.43 no.2
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    • pp.41-55
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    • 2005
  • The purpose of this study was to determine the effects of the father's experiences from his family-of-origin, marital conflict, and childrearing behaviors on his child's behavioral problems, as well as any differences due to the child's sex. The subjects were 837 days of 4th and 5th graders in six elementary schools and their fathers in Seoul and Pusan. The data were analyzed using the Structural Equation Modeling(SEM) to verify the theoretical models among the variables. The results showed that the pathways of the impact of the father's experiences from his family-of-origin differed, depending on the father-son group and the father-daughter group, upon the child's intermailizing and extenalizing behavioral problems through marital conflict and the father's childrearing behaviors. Firstly, in the father-son model, the father's experiences from his family-of-origin had an impact on the son's internalizing and extenalizing behavioral problems through marital conflict and the his negative childrearing behaviors. Secondly, the father-daughter model exhibited two pathways; the father's experiences from his family-of-origin had an impact on the child's internalizing and externalizing behavioral problems through his negative chilrearing behaviors, and the father's experiences from family-of-origin had an impact on the child's internalizing behavioral problems through marital conflict and his positive childrearing.