• Title/Summary/Keyword: PLS structural equation

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The Effect of Occupational Moral Injury on Career Abandonment Intention Among Physicians in the Context of the COVID-19 Pandemic

  • Arzu Sert-Ozen;Ozan Kalaycioglu
    • Safety and Health at Work
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    • v.14 no.1
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    • pp.78-84
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    • 2023
  • Background: Since the advent of the COVID-19 pandemic, physicians have been the unsung heroes of the pandemic. However, many are about to give up the battlefield. This study investigated the effect of occupational moral injury on physicians' career abandonment intention, taking into account the possible mediating role of emotional exhaustion. Methods: Cross-sectional data collected from 201 physicians were analyzed using the partial least squares structural equation modeling (PLS-SEM) with SmartPLS to determine the relationship among physicians' moral injuries, emotional exhaustion, and career abandonment intention. Results: The results indicated that occupational moral injury was positively related to emotional exhaustion and career abandonment intention. In addition, emotional exhaustion was found to play a mediating role in the relationship. Conclusion: To reduce physicians' intention to leave their career, physicians should be prepared for moral injury and psychological issues by offering psychological support and meeting their needs early at both the individual and organizational levels during and after the pandemic.

Whistleblowing Intention: Theory of Planned Behavior Perspectives

  • WAHYUNI, Lili;CHARIRI, Anis;YUYETTA, Etna Afri
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.1
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    • pp.335-341
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    • 2021
  • This study aims to document empirically the individual factors that influence the intention to do whistleblowing. This study uses several variables, including internal locus of control, external locus of control, and whistleblowing intention. The use of the theory of Planned Behavior in this study is to explain and analyze the perception of behavior control as a determinant of whistleblowing intention. A quantitative research approach is used. The type of data in this study is primary data in the form of a questionnaire. The data collection method in this research is using the survey method. The sampling technique used a nonprobability sampling method, namely, the census method. The census method is the entire population sampled. The population in this study was all employees of the Pratama tax office in West Semarang. The research was conducted by distributing 111 questionnaires. Ninety-one valid questionnaires were returned appropriate for analysis. The data were processed using Partial Least Square-Structural Equation Modeling ((PLS-SEM) using the Warp PLS 7.0 program. WarpPLS 7.0 was used to test hypotheses and the relationship between variables. The study results showed that both internal locus of control and external locus of control affect whistleblowing intention.

The Generic Attributes of the New Millennial Leaders

  • DAUD, Salina;WAN HANAFI, Wan Noordiana
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.12
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    • pp.455-464
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    • 2020
  • As the millennials continue to mature and enter the workforce, it is important that employers understand what this generation expects from all aspects of their employment and leadership preferences in order to prepare them to be the next millennials leaders. The purpose of this research is to determine the generic attributes of the new millennial leaders in Malaysia. The survey is distributed among executives in the selected government-linked, multinational, and public-sector companies in Malaysia, with 237 (72%) of whom being millennials. Partial least square (PLS-SEM) via software SmartPLS 3.0 was applied to evaluate the measurement model and the structural model. Results from this study indicate that the attributes of the millennials leader are innovative (0.213), inspiration (0.128), and visionary (0.122). Thus, organization can focus on those attributes in preparing the millennials for being the next generation of leaders. This study offers important implications to researchers as well as practitioners, and highlights the leadership attributes that could help in enhancing millennials leadership. This study produces a new millennials leadership attributes model for millennials leaders in Malaysian companies; with millennials becoming the fastest-growing age groups in the organizations, this study will promote effective and efficient skills for the millennials.

The Effects of Institutional Mechanisms on the Trust of Online Business in e-Commerce (전자상거래에서 온라인 업체의 신뢰에 미치는 제도적 메커니즘의 영향)

  • Roh, Yoonho;OK, Seok-Jae
    • The Journal of Information Systems
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    • v.28 no.2
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    • pp.73-92
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    • 2019
  • Purpose This study conducted an empirical study on the influence of institutional mechanisms on the formation of customer trust among leading online businesses. This study focused on the construct of PEEIM(Perceived Effectiveness of e-Commerce Institutional Mechanisms) which is the perceived recognition of institutional mechanisms for e-Commerce in general and the construct of PEIS which is the perceived recognition of institutional mechanisms that are implemented by vendors. Design/methodology/approach The online and offline surveys were conducted for the leading online shopping vendors in Korea and 292 data were used for the empirical analysis. The research model was tested using partial least squares structural equation modeling (PLS-SEM) in this study. The full measurement model including the formative second-order constructs was examined with the exploratory factor analysis. The structural model was analyzed via a two-stage approach. To analyze the research model this study used Smart PLS 2.0 program. Findings The findings showed that PEEIM negatively moderates the relationship between satisfaction in vender and trust in vender, but had no moderating effect between trust in vender and repurchase intention. In addition, the institutional mechanisms of vendors(PEIS) have been shown to have a direct impact on the vender's trust.

An Impact Analysis on the Regeneration of Idle Space Affecting the Quality of Resident's Life and Local Economy Revitalization from Urban Regeneration Perspective (유휴공간의 재생이 주민 삶의 질 및 지역경제 활성화에 미치는 영향구조 분석)

  • Choi, Jin-Wook;Lee, Joo-Hyung
    • The Journal of the Korea Contents Association
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    • v.16 no.2
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    • pp.129-142
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    • 2016
  • This study evaluates the sectoral effects of the regeneration of the idle space and aims to analyze the impact relationship and structure with the quality of residents's life and local economy revitalization. this study verifies the 8 hypotheses from total 11 ones through the PLS structural equation model and suitability test for setting the hypothesis and statistical significance test. The results can be summarized into 3 parts. First, If physical, social and cultural aspects should be considered, Regeneration of idle space could meet the 2 pasts such as quality of residents life and local economy revitalization at the same time. Secondly, the regeneration of idle space from environmental aspect should be led by the local government and let it's effect leaded to local economy revitalization through the collaboration of private and public sector. Finally, it should promote the quality of resident's life and let the satisfaction linked to cyclical effects with local economy revitalization. This study has an significance that it provides the theoretical basis for regeneration of idle space and it is an empirical study for impact structure model.

An Empirical Study on the Supply Chain Collaboration of Social Economy Organizations and Performance (사회적경제 조직의 공급망 협력과 성과)

  • Park, Sangsun;Park, Jiho;Lee, Joonkyum
    • Korean small business review
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    • v.42 no.4
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    • pp.213-234
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    • 2020
  • This study investigates the impact of supply chain collaboration on performance in social economy in Korea. Collaboration is an effective method to overcome the disadvantages of newness and smallness of domestic social economy organizations. Nevertheless, most research on social economy examined conceptual relationship between collaboration and performance. Hence, this study focuses on empirically demonstrating the relationship between supply chain collaboration and performance in social economy. We identify two steps of supply chain collaboration structure, i.e., collaboration culture and collaboration implementation, and establish a research model to analyze the impact of collaboration of social economy organization on performance. Based on responses to a survey of 99 social economy organizations, we test the hypotheses in the theoretical model using PLS structural equation modeling. The result shows that both the effect of collaboration culture on collaboration implementation and the effect of collaboration implementation on performance are significant. This study contributes to the social economy literature by empirically investigating the impact of collaboration in social economy organizations on performance based on supply chain theories, and by expanding the application scope of supply chain theories to social economy organizations.

A Study on Factors Affecting Learning Satisfaction and Continuous Use Intention in Non-face-to-face Classes based on Metaverse Platform Gather.Town (메타버스 플랫폼 게더타운 기반 비대면수업의 학습만족도와 지속이용의도에 미치는 요인 연구)

  • Na Rang Kim;Yeonkook J. Kim
    • Journal of Korea Society of Industrial Information Systems
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    • v.28 no.2
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    • pp.77-94
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    • 2023
  • This study aims to determine the factors that affect learning satisfaction and continuous use intention in metaverse-based non-face-to-face classes. Therefore, a hypothesis was established based on the technology acceptance model and information system success model, and a survey was conducted from November 22, 2021 to January 03, 2022 for students who had class experience using Gather.town-a metaverse platform. PLS Structural Equation was conducted on 122 copies, excluding the questionnaires with insincere responses. The results reveal that "all platform quality" factors influenced "easiness," "content quality" influenced "usefulness," "easiness" influenced "usefulness," "easiness" and "usefulness" influenced "learning satisfaction," "usefulness" and "learning satisfaction" had a positive effect on "continuous use intention." This study is significant because it empirically analyzes the variables that affect learning satisfaction and continuous use intention in metaverse-based non-face-to-face classes. In follow-up studies, additional research is required on the variables that affect learning satisfaction and continuous use intention targeting various metaverse-based platforms, including Gather.town.

Research for Relations between Satisfaction of Participants and Intension of Participation in terms of Evaluation Indicators of Public Management System (공공관리제도의 평가지표에 대한 사업참여자의 만족도 및 사업참여의사에 관한 연구)

  • Lee, Jeong-Jae;Kim, Gu-Hoi;Lee, Joo-Hyung
    • The Journal of the Korea Contents Association
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    • v.16 no.5
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    • pp.269-281
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    • 2016
  • This research made a evaluation indicators of public management system for operating efficient urban and housing redevelopment. We analyzed how satisfaction of participants about the evaluation indicators are used to parameters and affects intension of participation structure by using PLS structural equation model. We choose result evaluation tools: Foucs Group Interview and Balanced Score Card for appraising public management system. Specifically, We categorized setting business planning and selecting business tool, operating participation groups, motivating participation, post management and sustainability, and economics of business. As a results of the evaluation, setting business planning and selecting business tool, post management and sustainability, and economics of business influence comprehensive satisfaction. Post management and sustainability, economics of business, and setting business planning and selecting business tool turned out that they are very influential in the arranged order.

An Empirical Study on Mobile Usage Behavior - Focusing on Smartphone Usage Addiction - (모바일 사용행동에 대한 실증연구 - 스마트폰 사용 중독을 중심으로 -)

  • Shin, Ho-Kyoung;Lee, Min Seok;KIM, Heung Gook
    • Informatization Policy
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    • v.18 no.3
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    • pp.50-68
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    • 2011
  • In this paper, our goal is to examine the factors related to smartphone users' usage addiction. Based on existing literature on mobile usage behavior and addiction, we developed and tested a theoretical model and hypotheses, analyzing how variables based on the characteristics of smartphones affect smartphone usage addiction and how smartphone usage addiction affects social withdrawal. Given the literature review, a questionnaire survey was conducted; and the PLS(Partial Least Square), a kind of SEM(Structural Equation Model), was used to analyze and test the research model and hypotheses. The research results indicated that smartphone users' self-monitoring, loneliness, and smartphone characteristics affect users' usage addiction. Further, smartphone users' usage addiction affects their social withdrawal. Finally, theoretical and practical implications of these findings and directions for future research were discussed.

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The convergence approach of institution based view toward the path of performance of the start-up in the foreign market (스타트업 해외시장 진출성과 경로에서 제도기반관점의 융합적 접근)

  • Cho, Yeon-Sung
    • Journal of the Korea Convergence Society
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    • v.8 no.9
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    • pp.311-318
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    • 2017
  • This study aims to converge the analysis of institution based view and knowledge based perspectives. Based on the literature review, this study proposed six hypotheses including the moderating effect of institutional characteristics. Hypothesis testing was conducted using PLS(Partial Least Square), which is a structural equation model for 101 start-ups sample. In empirical analysis, all external knowledge characteristics have a positive effect on the knowledge codification capacity. It also positively influenced the performance. The institutional characteristics showed a moderating effects with the novelty of external knowledge and knowledge codification capacity. This study contributes to integrating and analyzing the moderating effects of institution based characteristics with the factor of knowledge based view. Future research needs to analyze the institutional characteristics in a formal and informal way.