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

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An empirical study of the risk-benefit perceptions between the nuclear and non-nuclear groups towards the nuclear power plant in Bangladesh

  • Md Shafiqul Islam;Swapnil Roy;Sadia Lena Alfee;Animesh Pal
    • Nuclear Engineering and Technology
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    • v.55 no.12
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    • pp.4617-4627
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    • 2023
  • Public perception of benefit over risk is the de facto factor in planning, construction, operation, halting, or phase-out of a nuclear power plant in any country. Even if there are multiple pathways of perceiving risk/benefit among different stakeholders, the perception of nuclear and non-nuclear groups needs to be individually tracked to help understand sectoral influence. Related studies were basically performed between the STEM (Science, Technology, Engineering, and Mathematics) and non-STEM groups. However, there are no such studies between the nuclear and non-nuclear groups. This study investigated the risk-benefit perceptions between the nuclear group (N = 102) and the non-nuclear group (N = 467) using survey data to measure their stake and identify the underlying factors by validating the hypotheses, through descriptive analysis, and structural equation modeling (SEM). Results showed that risk perception is significantly high in the non-nuclear group (as the P-value is > 0.001 to <0.01) while the benefit perception is slightly low in the nuclear group (as the P-value is > 0.01 to <0.05). The non-nuclear group was significantly influenced by risk perception due to a lack of involvement in nuclear activities. Notably, the nuclear group is less interactive in disseminating nuclear energy benefits to the non-nuclear group. Surprisingly, misperceptions and lack of confidence about the benefits of nuclear energy also exist in the nuclear group. The study emphasizes debunking nuclear myths in the nuclear and non-nuclear groups through meaningful interactions and demands effective public awareness-building programs by competent authorities for the growth of the nuclear industry.

Relationship Between Occupational Safety and Health Policy Principles, Organizational Action on Work-related Stress and the Psychosocial Work Environment in Italy

  • Stavroula Leka;Luis Torres;Aditya Jain;Cristina Di Tecco;Simone Russo;Sergio Iavicoli
    • Safety and Health at Work
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    • v.14 no.4
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    • pp.425-430
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    • 2023
  • Background: It is acknowledged that legislation acts as a motivator for organizational action on psychosocial risks. Our study aims to provide evidence on the relationship between key occupational safety and health (OSH) policy principles and organizational action on work-related stress, and, in turn, with reported employee job demands and resources and their experience of work-related stress. We focus on Italy where specific legislation and practices on work-related stress were introduced in 2008 which are underpinned by these key OSH policy principles. Methods: Secondary analysis of the Italian samples from the employer ESENER-2 and employee 6th EWCS surveys was conducted, using path analysis in structural equation modeling (SEM) linking the two datasets. Results: We found a strong statistically significant relationship between OSH policy principles and organizational action on work-related stress (C.I. = .62-.78 p < .001). The existence of an organizational action plan on work-related stress was found to be significantly associated with more reported job resources (C.I. = .02-.24, p < .05) but these were not found to be significantly associated with less work-related stress. No significant association was found between having an organizational action plan for work-related stress and reported job demands. However, job demands were significantly related to reported work-related stress (C.I. = .27-.47, p < .001). Conclusions: Findings add support to the call for specific legislation on work-related psychosocial risks and highlight how an organizational OSH culture underpinned by key OSH principles, and awareness/competence development on psychosocial risk management can have a positive effect on organizational action. However, further support needs to be provided to organizations around developing primary prevention interventions at the organizational level with the aim of reducing job demands.

The Effects of Mother's Daily Hassles, Cognitive Regulation and Emotive Regulation on School Readiness (어머니의 일상적 스트레스와 아동의 인지조절 및 정서조절이 아동의 학교준비도에 미치는 영향)

  • Park, Yoon Joe;Song, Ha Na
    • Korean Journal of Child Education & Care
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    • v.18 no.1
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    • pp.27-51
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    • 2018
  • The purpose of this study was to analyze that mother's daily hassles, children's cognitive regulation and children's emotive regulation are prospectively related on children's school readiness and to investigated the mediating role of children's cognitive regulation and children's emotive regulation between mother's daily hassles and children's school readiness. Also in particular children's sex. This study used data from 273 preschooler and their mothers from kindergartens and child care centers located in Seoul and Gyeonggi-do. The data was processed by SPSS 24.0 and Mplus 6.0. Pearson's correlation, confirmatory factor analysis(CFA), structural equation modeling(SEM), multi group analysis were used to find out the relationships and mediating effect. The results of this study were as follows: First, mother's hassles had a direct effect on children's cognitive regulation and children's emotive regulation. However, mother's hassles didn't have a direct effect on physical health and motor development, cognition development and general knowledge, social-emotional development, and life habit and attitude. Second, children's cognitive regulation had a direct effect on physical health and motor development, cognition development and general knowledge. And children's emotive regulation had a direct effect on social-emotional development. Third, children's cognitive regulation fully mediated the relation between mother's hassles and physical health and motor development, cognition development and general knowledge of school readiness. Also, children's emotive regulation fully mediated the relation between mother's hassles and social-emotional development of school readiness. Forth, mother's hassles had a little effect on boy's cognitive regulation, but boy's cognitive regulation had effect on physical health and motor development of school readiness stronger than girls.

The Impact of Self-efficacy on Job Engagement and Job Performance of SMEs' Members: SEM-ANN Analysis (중소기업 조직구성원의 자기효능감이 직무열의와 직무성과에 미치는 영향: 구조모형분석-인공신경망 분석의 적용)

  • Kang, Tae-Won;Lee, Yong-Ki;Lee, Yong-Suk
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.13 no.6
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    • pp.155-166
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    • 2018
  • The purpose of this study is to analyze the impact of self-efficacy of SMEs' organization members on job engagement and job performance, and to analyze the difference between gender and marital status by applying SEM-ANN analysis. To accomplish the study purpose, 285 valid samples were collected from 400 SMEs' organization members and analyzed. In this study, self - efficacy consisted of three sub-dimensions: self-confidence, self-regulation efficacy, and task difficulty preference. As a result of the analysis, self - efficacy such as self-confidence, self-regulation efficacy, and task difficulty preference had a positive direct effect on job engagement. In addition, self-efficacy and self-control efficacy have a positive effect on job performance, but the preference of task difficulty has no significant effect. In addition, job engagement has a positive(+) effect on job performance, and has a mediating role in the relationship between self-efficacy and job performance. Also, married males preferred self-regulation efficacy, while females preferred self-regulation and self-control efficacy regardless of marital status. The purpose of this study is to present the framework of self-efficacy-job engagement-job performance of SMEs by measuring the self-efficacy related researches mainly in education and service industries, and is meaningful that companies can help to find the basis of management of organization members by gender and marital status of organization members. In addition, the SEM-ANN analysis process of this study is different in that it explains the nonlinear (nonobservative) relationship that can analyze the influence or the combination of the reference variables in the linear (compensatory) relation using the SEM.

A Structural Model Analysis of Psychological Contract Breach, Psychological Contract Violation, and Employee Outcomes - A Case of Five Star Deluxe Hotel Employees - (인지된 계약위반, 경험된 계약위반과 직원의 조직행동 간의 구조적 관계에 관한 연구 - 특 1급 호텔 종사원을 중심으로 -)

  • Kim, Ji-Eun;Kwon, Yong-Ju
    • Culinary science and hospitality research
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    • v.19 no.4
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    • pp.56-76
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    • 2013
  • With a distinction made between contract breach and contract violation, this study develops a structural model that investigates whether each dimension of contract breach influences experience of a contract violation in the hotel industry. At the same time, the impact of such a violation on hotel employees' work outcomes has been studied. One hundred and seventy eight employees, who are employed in five star deluxe hotels participated in the study and a structural equation modeling(SEM) is employed. The result indicated that good working relationship, and training and development, a so called relational oriented breach, make positively significant impact on contract violation. Whereas, benefits and salary categorized as transactional oriented breach does not. Also, the suggested employee outcomes including high turnover intent, low job satisfaction, and person-organization fit have been influenced by contract violation. As a result, hotel practitioners need to clarify the contract items prior to employment and during employment and to prepare to react to unmet promises.

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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.

A Structural Analysis of Relations among Inner and Outer Career Barrier, Career Decision Making Self-Efficacy, Career Aspiration and Career Decision Status for College Student (대학생의 내·외적 진로장벽, 진로결정 자기효능감, 진로포부, 진로결정수준 간의 구조적 관계 분석)

  • Ko, Mi-Na;Park, Jae-Hwang
    • Journal of vocational education research
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    • v.30 no.4
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    • pp.259-279
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    • 2011
  • The purpose of this study was to analyze a structural relations which occur when college students' inner and outer career barrier impacts on career decision status through the mediating variables of career decision making self-efficacy and career aspiration. The data of 787 college students subjects were collected for the study. The measuring tools were Career Decision Status, Outer Career Barriers, Inner Career Barriers, Career Aspiration, and Career Decision Making Self-Efficacy. The collected data were analyzed with structural equation modeling(SEM). The findings of the study were as follows. Results showed that only inner career barriers affect career decision status through the mediating variables of career decision making self-efficacy and career aspiration among outer and inner career barriers anticipated to give negative impact on level of career decision making. Inner career barriers affect career decision making self-efficacy negatively, and career decision making self-efficacy gives positive impact on career aspiration, and career aspiration affects career decision status negatively. In other words, the more aware of inner career barriers, the lower career decision making self-efficacy.

Influence of Female Undergraduates upon Sociality and College Life Satisfaction (여대생의 사회성과 대학생활 만족도에 미치는 영향)

  • Lee, Myeong-Jin;Lee, Jung-Min;Lee, Jin-Min;Choi, Bong-Joon;Chun, Jin-Ho;Sohn, Hae-Sook
    • The Journal of the Korea Contents Association
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    • v.12 no.8
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    • pp.300-309
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    • 2012
  • The purpose of this study was to understand about the influence of female undergraduates health behavior and health state upon sociality and the influence of sociality upon college life satisfaction. The subjects were 335 female junior-college students with major related to public health in Busan, Daegu, and Gyeongnam and were carried out questionnaire survey on general characteristics, sociality, college life satisfaction, health behavior, health status, and internet addiction. An analytical method was made through chi-square test, t-test, one-way ANOVA, ANOVA for trend, and structural equation modeling(SEM). As a result, the influence of accountability had the greatest influence as sub-factor. Accountability and age had a positive correlation(p<0.001). Accountability was low when self-cognitive body shape was very thin(p=0.005). In sociality, full age(p<0.001), self rated health(p<0.001), and physical education instruction for the 3rd grade of high school(p=0.004) showed direct effect. Also, sociality showed direct influence upon college life satisfaction. The older age, the higher self rated health, and the more instruction for the 3rd grade of high school led to the higher sociality, thereby having been indicated to be higher in college life satisfaction. Accordingly, a multi-dimensional effort is judged to be necessary for reinforcing physical education activity for high school students and for improving their quality of life as a plan for increasing college life satisfaction.

The Effect of Purchase Characteristics on the Purchase Satisfaction Degrees in Cosmetics Shopping : A Focus on Mediating Effect of Social Media Activities of Supplier and Consumer (화장품 구매특성이 구매만족도에 미치는 영향: 공급자 구매자의 소셜미디어 활동의 매개효과를 중심으로)

  • Jung, Jong-Yoon;Hyun, Byung-Hwan
    • The Journal of the Korea Contents Association
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    • v.20 no.11
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    • pp.249-257
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    • 2020
  • The study aims to explore whether the Supplier's social medial activities and the consumer's social media activities mediate between the characteristics of purchasing cosmetics and the intention of purchasing. To answer this question, a total of 321 consumers participated in the study, and a self-report type of questionnaires were utilized to collect the data. For the data analysis, descriptive statistical analysis and structural equation modeling(SEM) were applied. The results from the study are as follows. First, the characteristics of purchasing cosmetics did not affect the intention of purchasing cosmetics. Second, both the Supplier's and the consumer's social media activities positively predicted the intention of purchasing, among which the consumer's activities were ascertained to make more influential impact on the intention of purchasing cosmetics. Third, both Supplier's and consumer's social media activities completely mediated between the characteristics of purchasing cosmetics and the intention of purchasing. More discussions are suggested for marketing strategies in the study.

An Empirical Association among Corporate Social Responsibility, Capital Constraint, and Firm Value (기업의 사회적 책임활동과 자본제약 그리고 기업가치 간의 관련성)

  • Kwak, Young-Min;Baek, Jeong Han
    • Management & Information Systems Review
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    • v.32 no.5
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    • pp.135-155
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    • 2013
  • Corporate primary goal has shifted from profit-orientation toward broader socially motivated perspectives, over the recent year. According to this phenomena, extensive research have been conducted to assess the empirical association between CSR and firm value. However, the results of previous studies are largely indeterminate which are attributed to the ignoring various indeterminate variables between CSR and firm value. Specifically, the purpose of this paper verifies the empirical association between CSR and firm value with considering capital constraint as core moderator variable by using structural equation modeling(SEM). Main results of this paper are as follows. We find that firms with better CSR performance face lower capital constraint and capital constraint is significantly related to firm value in negative direction, also. The result suggest that better CSR performance is associated with superior stakeholder engagement, in turn, CSR initiatives leads to firm value creation. Also, the capital constraint still remain positive to firm value even if capital constraint is considered moderator variables. Our findings implicated that CSR literatures should consider moderator variables, such as capital constraint, which could be affected firm value.

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