• Title/Summary/Keyword: Smart PLS 2.0.

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The Effect of Depression and Self-esteem on Academic Helplessness in Adolescents: Mediating Effect of Social Withdrawal (청소년의 우울, 자아존중감이 학업무기력에 미치는 영향: 사회적 위축의 매개효과)

  • Sangmi Lee
    • Journal of Industrial Convergence
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    • v.21 no.8
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    • pp.119-127
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    • 2023
  • This study was conducted to investigate the structural relationship between depression, self-esteem, and social withdrawal that affect academic helplessness in adolescents. The study sample was 2,265 first-year students of high school in the fourth year (2021) data from the Korean Children and Youth Panel Survey 2018. In this study, data were analyzed by a structural equation model based on the partial least squares method using SmartPLS 3.0. Results indicated that depression and social withdrawal had a significant positive effect on adolescents' academic helplessness, and self-esteem had a significant negative effect. In addition, social withdrawal had a significant positive mediating effect on the relationship between depression and academic helplessness. Therefore, it is required strategies that consider the relationship between depression, self-esteem, and social withdrawal to approach adolescents' academic helplessness.

Employees' Environment, Social, and Governance Activity Recognition as Job Resource Enhancing Job Performance via Job Satisfaction and Prosocial Behavior among Call Center Employees (직무자원으로서 ESG 활동 인식이 직무만족과 친사회적 행동을 통해 직무수행능력 향상에 미치는 영향, 콜센터 직원들을 대상으로)

  • Joonhyeong Joseph Kim;So Ra Park
    • Industry Promotion Research
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    • v.9 no.2
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    • pp.1-12
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    • 2024
  • This study examines the role of Environment, Social, and Governance (ESG) activity recognition on job satisfaction, prosocial activities, and job performance among customer representatives working in call center environments. After gathering data from 264 call center workers in major South Korean insurance companies, the analysis w as performed using SmartPLS 4.0. This study's findings reveal that employee recognition of ESG activities significantly enhanced job satisfaction. The impact of ESG activity recognition on prosocial behavior was positive but relatively weak. Job satisfaction influences both prosocial behavior and the job performance of employees. Finally, prosocial behavior positively influences job performance. The most significant finding is that employees' recognition of companies' ESG management practices serves as a job resource. This recognition enhances employees' attitudes, behavior, and performance, signaling the potential benefits of informing employees about corporations' ethical behaviors.

Do Innovation and Relative Advantage Affect the Actual Use of FinTech Services?: An Empirical Study using Classical Attitude Theory (핀테크 서비스의 혁신성과 상대적 장점은 실질이용에 영향을 미칠까?: 고전적 태도이론을 이용한 실증 연구)

  • Se Hun Lim
    • Information Systems Review
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    • v.21 no.3
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    • pp.87-110
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    • 2019
  • The Fintech services provide innovation to financial services users using various mobile devices and computers in wired and wireless communication environments. In this study, we develope a theoretical research framework to explain the psychology of Fintech services users based on a cognitive, affective, and conative framework. Using this framework, this study analyzes the relationships between the cognitive characteristics (i.e., innovation, relative advantage, ease of use, and usefulness), emotional characteristic (i.e., attitude), and behavioral characteristic (i.e., actual use) toward Fintech services users. This study conducted an online survey of people who have experienced using Fintech services. And the data of the collected Fintech services users was analyzed using structural equation model software (i.e., SMART PLS 2.0 M3). The results of the empirical analysis show the relationships between innovation, relative advantage, perceived usefulness, perceived ease of use, attitude, and actual use of Fintech service users. The results of this study provide useful information to improve the practical use of Fintech services users in the Internet of Things (IoT) environment.

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.

A Study on the Factors Affecting Switching Intention of Public Certificate Storage : Focused on Smart Certificate(USIM) (공인인증서 저장매체의 전환의도에 영향을 미치는 요인에 관한 연구 : 스마트인증(USIM)을 중심으로)

  • Kim, Kwanghoi;Seo, Hyungho;Yu, Hoon;Choi, Jeongil
    • Journal of Information Technology Services
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    • v.16 no.1
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    • pp.99-118
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    • 2017
  • Growing importance of online security on certification, many of the web-related security technology introduced day by day. Especially, using smart certificate (USIM) is recognized as one of the most safe and convenient method for the security of public certificate. The purpose of this study is to find the factors that affect the Intention of switching to smart certificate for the general public who use public certificate service. Based on migration theory, this study determined the relationship between pull factors, push factors and mooring factors which can affect the intention of switching to smart certificate. To empirically analyze the proposed hypothesis, the statistical analysis were conducted based on the response from 350 public certificate service users using SPSS 22.0 and Smart PLS 2.0. The results of this study can be summarized as follows. First, system quality, one of the pull factors has positive influence on perceived ease of use. On the other hand, the other pull factor, service quality has positive influence on both perceived ease of use and perceived usefulness. Second, push factors, user experience and information security awareness have positive influence on perceived ease of use only. Third, mooring factor, switching cost does not have influence on switching intention while perceived usefulness has positive influence on. The results of this research can be used for whom has interest to the switching intention of public certificate service for online security and provide the proper understanding about smart certificate service mechanism.

Impacts of Low User and Project Management Risk on IT Project of Public Sector: The Moderating Effect of User Knowledge (사용자 및 프로젝트 관리 위험 감소가 공공부문 IT 프로젝트 성과에 미치는 영향 : 사용자 지식의 조절효과)

  • Lee, Sooin;Kim, Sanghyun
    • Journal of Digital Convergence
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    • v.18 no.6
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    • pp.187-196
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    • 2020
  • We tried to do research on main views(risk and knowledge-based) and propose user knowledge as a factor to be managed in order to strengthen the performance. This study empirically analyzed the user-related and project management risk that affect the IT project performance, and verified user knowledge as a moderating variable. The survey was conducted for respondents who have experience on IT Project of public sector and data were analyzed by Smart PLS 3.0. The results show that low user-related and project management risks have a positive effect on performance. In addition, user knowledge has been shown to enhance the impact of two risks on performance. These findings are meaningful in that they emphasize the importance of user knowledge in public-sector IT projects, as well as the repeated verification of integrated research results.

The Effects of Live Commerce's Experience Economy Factors on Consumer's Flow, Attitude, and Purchase Intention

  • Na-eun Jung;Hyung-Seok Lee
    • Journal of the Korea Society of Computer and Information
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    • v.29 no.5
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    • pp.55-66
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    • 2024
  • The purpose of this study was to identify the experience factors (4Es) of live commerce that provide differentiated value for consumers based on Pine & Gilmore's experience economy and analyze the relationships between experience factors, flow, attitude, and purchase intention. This study conducted an online survey to collect live commerce user responses and employed a path analysis to test the research hypotheses, using Smart PLS 4.0. The results of the study were as follows: 1) all experience factors had significant effects on flow, 2) both entertainment experience and educational experience had significant effects on attitude, while esthetic experience and escapist experience did not have significant effects on attitude, 3) flow had a significant effect on attitude and purchase intention respectively, and 4) attitude had a significant effect on purchase intention. The findings of the study are expected to provide the implications for further research and marketing strategies grounded on the understanding of the experience factors in live commerce.

The Effect of Relationship Building through SNS on an Individual's Intention to Share Information (SNS에서의 관계형성 정도와 개인의 정보공유 태도가 정보공유 의도에 미치는 영향)

  • Kim, Jongki;Kim, Jinsung
    • Informatization Policy
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    • v.19 no.2
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    • pp.57-84
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    • 2012
  • If we observe the formation of communities of people and participation methods within them, we can see that those communities are developing more efficiently due to the penetration of smart phones and the growth of SNS. This trend also has an impact on information sharing activity between people and enables more active information sharing than ever before. But information sharing on SNS does not just involve the SNS users sharing information with each other. Important factors affecting the information sharing activities include the type of relationship between the users and the attitude of the information sharing individuals. Accordingly, this study selected perceived social support, perceived social influence, and perceived network structure as the factors that affect the continuous intention of people to use SNS, and performed a higher order factor analysis on those factors. Between continuous intention to use SNS and intention to share information, we selected relationship quality and information sharing behavior and executed a path analysis between the factors. We carried out an empirical analysis by utilizing SPSS 18.0 and SmartPLS 2.0 as analysis tools. Using these tools, we investigated the factors influencing continuous intention to use SNS, and tested the significance between the role and path of relationship quality and information sharing behavior between continuous intention to use SNS and intention to share information.

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The Usage Intention of Combined Guard System - Focusing on GOP Scientific Guard System - (통합경계시스템의 이용의도에 미치는 영향 요인 분석 - 한국군 GOP 과학화 경계시스템을 중심으로 -)

  • Jang, Jin-Hyuk;Moon, Hee-Jin;Lee, Choong-J.
    • The Journal of Information Systems
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    • v.19 no.4
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    • pp.183-206
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    • 2010
  • The technology acceptance model (TAM) is a lot of cited in information technology adoption and usage researches. But TAM has been conducted primarily in volitional environments of the adoption of new technology. This paper discusses technology acceptance in accounting information systems to examine TAM with Characteristics of Organizations and Individuals in mandated using Combined Guard System. Combined Guard System is a scientific guard system that is composed of automated surveillance system, automated sensing system and control system. GOP Scientific Guard System is operated by GOP unit in Korean Army O Division from 2006. In this study, using the extended technology acceptance model, we have analyzed factors which affect the usage intention of GOP Scientific Guard System in mandated using environment. Based upon previous researches, we have selected Support of management unit, Training, Perceived Risk, Subjective Knowledge and Computer Self-efficacy, perceived usefulness, perceived ease of use, and usage intention as variables and proposed a research model. We collected 253 survey questionnaires from Korean army officer and soldier who are serviced at GOP unit in O Division, and analyzed the data using SPSS 12.0 and SmartPLS 2.0M3. According to the results by PLS analysis, According to the results by PLS analysis, Training and Subjective Knowledge did not affect Perceived usefulness, but the other hypotheses were accepted. And Perceived usefulness, and Ease of use influenced the Usage intention. The results of this study will increase Characteristics of Organizations and Individuals on GOP Scientific Guard System and eventually contribute to establishing the activation of Combined Guard System.

An Empirical Study on the Performance of Software Company with Software Type

  • Jang, Sung-Hee;Lee, Dong-Man;Choi, Moon-Jong
    • Journal of information and communication convergence engineering
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    • v.9 no.2
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    • pp.135-140
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    • 2011
  • The purpose of this study is to examine the factors influencing performance of software companies. This model tests various theoretical research hypotheses related to innovation, standardization and technology marketing strategy and software type. Smart PLS (Partial Least Square) 2.0 and SPSS 15.0 have been utilized for deriving the study results. The result of hypothesis testing is as follows. First, standardization and technology marketing strategy positively influence financial performance. Second, innovation, standardization and technology marketing strategy positively influence technical performance. Finally, mobile and non-mobile software companies was shown that innovation, standardization, and technology marketing strategy has different effects to financial and technical performance.