• Title/Summary/Keyword: Smart PLS 2.0.

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Active Seniors' Organizational and Functional Entrepreneurial Competencies: Discovering Unobserved Heterogeneous Relationships between Entrepreneurial Efficacy and Entrepreneurial Intention using PLS-POS (액티브 시니어의 조직적과 기능적 창업역량: PLS-POS를 이용한 창업 효능감과 창업의지의 이질성 관계 확인)

  • Shin, Hyang Sook;Bae, Jee-eun;Chao, Meiyu;Lee, Yong-Ki
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.17 no.2
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    • pp.15-31
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    • 2022
  • This study was conducted to suggest a start-up policy that includes start-up education and support for active seniors with various careers who try to change their careers before and after retirement. From this point of view, this study divided the factors affecting the entrepreneurial will of active seniors into entrepreneurship organizational and functional competency and identified the effect of these competencies on entrepreneurial efficacy and entrepreneurial intention. In the proposed model, start-up competency is divided into organizational competency (leadership, creativity problem-solving, communication, decision-making) and functional competency (management strategy, marketing, business plan). And this study examined the mediating role of entrepreneurial efficacy in the relationship between entrepreneurial competency factors and entrepreneurial intention. Meanwhile, PLS-POS analysis was performed to uncover the heterogeneity and pattern in the proposed structural model. The survey was conducted with the help of an online survey company from November 27 to December 15, 2020 for the active senior age group from 40 to under 65 years old. Data were collected from a total of 433 panelists and analyzed using SPSS 22.0 and SmartPLS 3.3.7 programs. The findings are as follows. First, the finding shows that the entrepreneurial organizational and functional competencies of active seniors had significant positive(+) effects on entrepreneurial efficacy. Second, the result shows that entrepreneurial organizational and functional competencies of active seniors had significant positive(+) effects on entrepreneurial intention. Third, the findings show that entrepreneurship efficacy had a significantly positive(+) effect on entrepreneurial intention. The findings of PLS-POS show that entrepreneurship education needs to be carried out by identifying the needs that require entrepreneurial organizational and functional competency when training for entrepreneurship competency. In summary, the findings of the current study are to determine what the competency factors are for the government (local government) to increase the policy direction necessary for establishing and implementing entrepreneurship education and training programs to develop policies to enhance the economic activity participation rate of active seniors.

Effects of Social Responsibility and GSCM Practice on Environmental Performance and Organizational Performance (그린공급망관리(GSCM)도입기업의 사회적 책임과 실행요인이 환경성과 및 조직성과에 미치는 영향)

  • Ahn, Hyun Sook;Noh, Mi Jin;Jang, Sung Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.1
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    • pp.86-96
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    • 2015
  • This study conducted empirical analysis of the association between the factors of GSCM corporation practice and social responsibility affecting environmental performance and organizational performance. Smart PLS 2.0 and SPSS 18.0 were used to examine a sample of 93 replies collected from corporations that had adopted GSCM. The results of hypothesis testing were as follows. First, social responsibility has a positive effect on the environmental performance of corporation complying with legal responsibility in environment related sectors. Second, internal environmental management and market environment have positive effects on the environmental performance. Third, corporations with a high level of environmental performance have high degrees of organizational performance. The results of this study are expected to have practical implications to corporations that will adopt GSCM in the near future.

A Study on the Influence of the Perception of Personal Information Security of Youth on Security Attitude and Security Behavior (청소년의 개인정보보안 인식이 보안의도와 보안행동에 미치는 영향에 관한 연구)

  • Park, KyungA
    • Journal of Korea Society of Industrial Information Systems
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    • v.24 no.4
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    • pp.79-98
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    • 2019
  • In this paper, the security behaviors and attitudes related with the personal information of teenagers were investigated using empirical data based on rational behavior theory and protection motivation theory. An experiment for teenagers was conducted on Excel and the statistical packages (i.e., SPSS 21.0 and SmartPLS2.0.M3) to see how self-efficiency, security attitude, security intention and individual innovation affect their security behaviors. The experimental results showed that the security behaviors and attitudes of teenagers between internet and information devices are closely related, and the social influences can affect personal self-efficacy and security attitudes. Finally, we can know that teenagers should recognize the importance of security and protect their personal information safely through continuous education and training so that they can be linked to security behaviors.

The Effect of Young Entrepreneurs Characteristics and Environmental Factors on Business Performance - Focusing on the Absorptive Capacity and Interorganizational Networks - (청년창업자 개인특성과 환경요인이 경영성과에 미치는 영향 - 흡수역량과 조직네트워크 중심으로 -)

  • Lee, Jeong Kwan;Seo, Young Wook
    • Journal of the Korea Convergence Society
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    • v.10 no.10
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    • pp.185-195
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    • 2019
  • This study analyzes business performance factors for young startup, one of the solutions to the youth unemployment problem, and explored the effects of individual characteristics, capability, and environmental factors of young entrepreneurs on business performance. The study targets young traders operating in traditional markets and shopping streets nationwide. The 159 sample data were statistically analyzed using SPSS 25.0 and Smart PLS 2.0 for frequency analysis, reliability and validity analysis. The Entrepreneur's individual characteristics such as challenge spirit, start-up capability, and market characteristics affect absorptive capacity and interorganizational network. And absorptive capacity and interorganizational network affect financial and non-financial business performance. As a result, it was found that young traders need to reinforce their individual characteristics, start-up capability, and interorganizational networks in order to improve business performance. This study is intended to provide theoretical and practical implications.

A Study on the Effects of Information Security Policy Types and Information Security Stress on Information Security Behavior (정보보안 정책 유형과 보안 스트레스가 정보보안 행동에 미치는 영향에 대한 연구)

  • Lee Kwang Ho;Jung Chan gi
    • Convergence Security Journal
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    • v.22 no.1
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    • pp.113-120
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    • 2022
  • Despite the limitations of existing security policies due to technological development, companies are unable to actively respond to changes by maintaining a closed security policy. This study classified information security policy into three types: regulatory type policy, advisory type policy, and informative type policy. For each classified policy type, the effect on the information security policy compliance behavior of organizational members was investigated by applying the extended theory of planned behavior, and the moderating effect of information security stress was investigated. SmartPLS 2.0 and SPSS 21.0, which are structural equation modeling techniques, were used to analyze the relationship affecting each factor. As a result of the study, regulatory type, advisory type, and informative type security policies affected organizational members' information security policy compliance behavior, and security stress had an effect on information security compliance attitudes and subjective norms on information security, which are prerequisites for planned behavior theory. gave. This study suggests that various types of corporate information security policies can be applied and that security stress can affect information security behaviors of members.

The Effects of Change Control, Management Review and Flexibility on the Performance of Software Company: Focused on the Innovativeness (변화통제, 관리검토가 유연성과 소프트웨어 기업의 성과에 영향을 미치는 요인: 혁신성의 조절효과를 중심으로)

  • Jang, Sung-Hee
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.12
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    • pp.273-283
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    • 2011
  • The purpose of this study is to examine the factors influencing performance of change control, management review and flexibility in the software company with innovativeness. This model tests various theoretical research hypotheses relating to performance of software company, change control, management review, flexibility and innovativeness. Valid 100 questionnaires have been collected within two months of 2010. EXCEL, Smart PLS(Partial Least Square) 2.0 and SPSS 15.0 have been utilized for deriving the study results. The results of hypothesis testing are as follows. First, change control and management review positively influences flexibility. Second, flexibility positively influence performance of software company. Finally, change control to flexibility for low group of innovativeness is significantly larger than those for high group of innovativeness. But management review to flexibility for high group of innovativeness is significantly larger than those for low group of innovativeness. The results of this study will provide various implications on performance of software company.

A Study on the Structural Equation Model for Determinants of Oral Health Practice in Adults Aged 20 Years or Older (20세 이상 성인의 구강건강실천 결정요인에 관한 구조방정식 모형연구)

  • Heo, Seong-Eun
    • Journal of the Korea Convergence Society
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    • v.8 no.9
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    • pp.161-174
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    • 2017
  • This study aimed to provide basic data for oral health promotion in adults by analyzing causal relationships for oral health practice determinants. A total of 204 questionnaires obtained from adults living in Busan and Gyeongnam area were analyzed to verify the study model with the Smart PLS v2.0 M2 software. Among oral health belief factors, the severity of and susceptibility to oral disease and benefit of oral care behavior affected oral health-related self-efficacy. The self-efficacy on ordinary oral health care behavior significantly affected overall oral health practice. The severity of and susceptibility to oral disease and benefit of oral disease prevention behavior affected toothbrushing habit and oral examination and training through toothbrushing-related self-efficacy. Therefore, the increased oral health-related self-efficacy through strategic efforts, including various training media development, with improved awareness of oral health belief by continuous oral health care program development will lead to continuous oral health practice in adults.

A study on the effect of Internet Primary bank users on their intention to switch to financial services: Focusing on K-Bank and Kakao Bank (인터넷 전문은행 사용자의 금융서비스 전환 의도에 미치는 영향에 관한 연구: 케이뱅크와 카카오뱅크를 중심으로)

  • Park, YoungGeun;Ok, SeokJae
    • Journal of Digital Convergence
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    • v.20 no.2
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    • pp.91-105
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    • 2022
  • Most of the preceding studies related to Internet Primary banks are studies on laws, regulations, and expected effects of introduction, and studies on financial consumers' intention to switch to financial services are insufficient. Apply to the PPM(Push-Pull-Mooring)theory to find out the factors that influence financial consumers' intention to switch services from commercial banks to Internet Primary banks. A survey was conducted service users, 1st-order and 2nd-order factor analysis were performed using Smart PLS 3.0. As a result, it was confirmed that the Pull, Push and Mooring had a positive (+) effect on the Intention to Switch, and the Mooring, which is a moderating variable, did not have a moderating effect on the Intention to Switch of the Push and the Pull. The scope of application of the PPM theory, which was used in the service conversion research, was extended to Fintech services, and it can provide various practical useful implications, such as the strategy and spread of Internet Primary banks, and it will be used in various studies to study consumer attitudes.

The Effect of Domestic Corporations' ESG Activities on Purchase Intentions through Psychological Distance: Analysis of Differences by Product Involvement Level (국내 기업의 ESG활동 인식이 심리적거리를 통해 구매의도에 미치는 영향: 제품관여도 수준에 따른 차이 분석)

  • Ji, Yong-Bin;Seo, Young Wook
    • The Journal of the Korea Contents Association
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    • v.21 no.12
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    • pp.217-237
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    • 2021
  • This study analyzed the effect of consumer psychological mechanism through ESG activities based on the importance of ESG in the market environment. With regards to this, 252 copies of survey data were collected subjecting consumers, and the hypothesis of this study was verified using Smart PLS 3.0 and SPSS 25.0. According to the results of data analysis, the results revealed that (1) Society and governance had a positive effect on psychological distance among ESG factors. (2) Psychological distance had a positive effect on purchase intention. (3) There was a difference in the effect of ESG activities and psychological distance according to the level of product involvement, but there was no difference in the effect of psychological distance on purchase intention. ESG is important from a consumer perspective through this study. And it was also confirmed that consumer perspective was different according to the level of involvement. Although previous research has mainly focused on the investor perspective, this study was analysed on ESG activities and consumer behavioral intentions. Therefore, it is expected to lay the foundation from a marketing perspective on ESG for subsequent researchers.

A Study on Conative IS Use Behavior of RPA under Mandatory IS Use Environment (강제적 사용환경 하의 RPA 능동적 사용행동에 관한 연구)

  • Jungeun Lee;Hyunchul Ahn
    • Knowledge Management Research
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    • v.24 no.1
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    • pp.223-243
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    • 2023
  • RPA is implemented through management policy and enforced in mandatory environments to enhance performance and efficiency in various fields. However, the success of RPA implementation depends on the level of active engagement from organization members, even in a mandatory setting. This study identifies perceived ease of use, usefulness, accountability, perceived risk, and self-efficacy as variables that influence conative use behavior, which consists of reflective secondary factors such as immersion, reinvention, and learning. Data was collected from 207 office workers in various industries who have experience with RPA to test the proposed research model. The structural equation was verified using SPSS 20.0 and SmartPLS 4.0, and the analysis showed that all the proposed variables had a significant impact on conative use behavior. Our research findings provide theoretical and practical implications in knowledge management, enabling companies that implement RPA to recognize and address factors that encourage their members to actively use RPA.