• 제목/요약/키워드: SEM-PLS

검색결과 371건 처리시간 1.109초

Factors Influencing the Purchase Intention of EVs Among Korean and Chinese Consumers

  • Jian Cong;Kyoung-Suk Choi;Tongshui Xia
    • Journal of Korea Trade
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    • 제27권4호
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    • pp.77-100
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    • 2023
  • Purpose - Using the Model of Goal-Directed Behavior (MGB), this study identifies the critical factors that influence consumer intention to purchase an electric vehicle (EV). This study also provides differentiated policy implications to the Korean and Chinese governments and EV-related companies for the expansion of the EV market in both countries by comparing consumers' perceptions of EV purchase intentions. Design/methodology - Our extended MGB model adds to the standard model consideration of financial incentives, perceived risks, and environmental concerns. An online survey was conducted of Korean and Chinese consumers. Based on the collected responses, all tested hypotheses were verified using PLS-SEM (Partial Least Squares-Structural Equation Modeling). Differences in the path analysis results between Korea and China were compared and verified using Henseler's MGA (multi-group analysis), the parametric test, and the Welch-Satterthwaite test. Findings - The most critical factor that influences the intent to purchase an EV in consumers from both countries is personal desire. PBC and SN were identified as the critical factors that respectively increase personal desire in Korea and China. In addition, in Korea, among the three factors EC, FIP, and PR, environmental concerns were found to have the most significant impact on attitudes and purchase intention. In contrast, in China, economic factors (specifically financial incentives) had greater importance than environmental issues. Originality/value - This study has academic contributions in that it presents a new research model that includes financial incentive policies, environmental concerns, and perceived risk variables based on the MGB to explore consumers' purchase intentions. This study can also make a practical contribution in that it provides some meaningful implications to the governments and EV-related companies of both countries based on the differences in the analysis results of the Korean and Chinese markets.

An Exploratory Study of Biotechnology Scientists' Research Data Sharing Intention: The Moderating Effects of Academic Reputation (생명공학 분야 연구자의 연구데이터 공유 의도에 영향을 미치는 요인에 관한 연구: 학술적 평판의 조절효과를 중심으로)

  • Kim, Sun
    • Journal of the Korean Society for information Management
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    • 제39권1호
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    • pp.45-68
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    • 2022
  • The objective of this study is to investigate the factors which influence biotechnology scientists' data sharing intention. This study employed Ostrom's theory of collective action. The target population of this study includes scientists and students of biotechnology field in South Korea. A total of 411 responses which collected by e-mail were used for the final data analysis. The summary of this study is as follows. First, norm of data sharing and academic reciprocity were found to have significant positive influences on data sharing intention directly. Second, perceived community trust was found to have significant positive influences on data sharing intention when academic reciprocity was the mediator. Third, academic reputation showed the moderating effects on the relationship between norm of data sharing and academic reciprocity, and between norm of data sharing and data sharing intention. These findings show that researchers can approach the data sharing behaviors by using the mechanism of trust, norms, reciprocity, and reputation and indicate necessity for a development of academic reputation system to promote more data sharing behaviors of researchers.

Effect of Temperature Abuse on Quality and Metabolites of Frozen/Thawed Beef Loins

  • Kwon, Jeong A;Yim, Dong-Gyun;Kim, Hyun-Jun;Ismail, Azfar;Kim, Sung-Su;Lee, Hag Ju;Jo, Cheorun
    • Food Science of Animal Resources
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    • 제42권2호
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    • pp.341-349
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    • 2022
  • The objective of this study was to examine the effect of temperature abuse prior to cold storage on changes in quality and metabolites of frozen/thawed beef loin. The aerobic packaged samples were assigned to three groups: refrigeration (4℃) (CR); freezing (-18℃ for 6 d) and thawing (20±1℃ for 1 d), followed by refrigeration (4℃) (FT); temperature abuse (20℃ for 6 h) prior to freezing (-18℃ for 6 d) and thawing (20±1℃ for 1 d), followed by refrigeration (4℃) (AFT). FT and AFT resulted in higher volatile basic nitrogen (VBN) values than CR (p<0.05), and these values rapidly increased in the final 15 d. Cooking loss decreased significantly with an increase in the storage period (p<0.05). In addition, cooking loss was lower in the FT and AFT groups than in the CR owing to water loss after storage (p<0.05). A scanning electron microscope (SEM) revealed that frozen/thawed beef samples were influenced by temperature abuse in the structure of the fiber at 15 d. Metabolomic analysis showed differences among CR, FT, and AFT from partial least square discriminant analysis (PLS-DA) based on proton nuclear magnetic resonance (1H NMR) profiling. The treatments differed slightly, with higher FT than AFT values in several metabolites (phenylalanine, isoleucine, valine, betaine, and tyrosine). Overall, temperature abuse prior to freezing and during thawing of beef loin resulted in accelerated quality changes.

A Study on the Factors Affecting the Continuous Intention to Use Digital Content Over-the-Top Service (디지털콘텐츠 OTT서비스의 지속사용의도에 영향을 미치는 주요 요인에 관한 연구)

  • An, Sunju;Seo, Jay;Choi, Jeongil
    • Journal of Korean Society for Quality Management
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    • 제50권1호
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    • pp.105-124
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    • 2022
  • Purpose: The purpose of this study is to examine the factors that influence the pre-use expectation and the continuous usage intention of the OTT services. Methods: For empirical analysis, the survey for this study was administered with many anonymous people who had previously used any of the OTT services and valid 192 data were analyzed by SPSS and PLS-SEM. Results: The results of this study are as follows. Personalization and understandability in the information quality didn't significantly affect confirmation. Ease of use and search of the system quality significantly affected confirmation. Also, it was found that content diversity, content recency, and content playfulness as the characteristics of the content quality significantly affected the expectation confirmation. OTT service fees also significantly affected the expectation confirmation. It also significantly affected perceived usefulness and satisfaction. Finally, satisfaction positively influenced the continuouse intention to use. Conclusion: The findings of this empirical analysis shows that the specific characteristics related to the relationship of expectation confirmation, perceived usefulness, satisfaction, and continuous usage intention with respect to OTT services through the Post Acceptance Model (PAM). Because system quality, content quality, and service fees meeted users' expectations, OTT services need a strategy that can boost the users' positive perceptions or experiences by reinforcing these three factors.

Importance of Motivational Language in Physical Leisure Activities of Active Seniors -Senior Fashion Model Classes- (액티브 시니어의 신체적 여가활동에서 동기부여 언어의 중요성 -시니어 패션모델 교육을 중심으로-)

  • Joon-Ho Seon;Sun-Ok Jung;Kyu-Hye Lee
    • Journal of the Korean Society of Clothing and Textiles
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    • 제48권1호
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    • pp.140-156
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    • 2024
  • This study examined how the motivational language of instructors in senior fashion model classes affects learners' achievement goal orientation and interpersonal competence, as well as their intention to continue participating. The participants in this study were active seniors aged 50 and above, and the analysis was conducted using PLS-SEM and bootstrapping for mediation effects. It was found that autonomous motivation had a significant impact on task achievement goals and interpersonal competence, but not on ego achievement goals. On the other hand, controlled motivation only had a significant impact on ego achievement goals. Additionally, interpersonal competence had a significant impact on the intention to continue participating, and task achievement goals were found to mediate the relationship between autonomous motivation and interpersonal competence. This study aimed to promote understanding of the importance of instructors' motivational language in senior fashion model education and learners' psychology and to provide information that can help develop a fashion-related leisure activity curriculum. It also suggests efficient instructional directions for instructors in senior education, and it is expected to be utilized in the development of fashion-related leisure activity program curricula in the future.

Understanding Post-Pandemic Travel Intention: Boredom as a Key Predictor (포스트 팬데믹 여행 의도에 관한 연구 : 코로나에 대한 지루함을 중심으로)

  • Park, Jun Sung;Park, Heejun
    • Journal of Korean Society for Quality Management
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    • 제52권1호
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    • pp.1-21
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    • 2024
  • Purpose: This study seeks to explore the impact of COVID-19-induced boredom, a prevalent form of pandemic-related stress, on travel motivation and post-pandemic travel intentions. Additionally, it examines the interplay among travel motivation, travel constraints, and the willingness to pay more for travel experiences in the post-pandemic context. Methods: A PLS-SEM analysis was conducted to analyze the data. Data collection took place through an online survey in February and March 2021, with a total of 575 respondents participating. Participants provided responses regarding their current levels of boredom due to COVID-19, five different travel motivations, seven travel constraints, and their post-pandemic travel intentions. Additionally, participants were asked about their willingness to pay more for travel. Results: This study highlights the significant role of COVID-19-induced boredom in predicting post-pandemic travel intentions and the willingness to pay more for travel. Contrary to previous perceptions, boredom emerges as a driving factor, enhancing travel intentions during the pandemic. Additionally, relaxation becomes the primary motivation for travel during COVID-19, and structural constraints exert a noticeable impact on travel intentions, challenging previous assumptions. Stress levels directly influence the willingness to pay more during travel experiences, expanding the understanding of additional payment behavior in the context of travel. Conclusion: This study offers practical insights for tourism stakeholders. Recognizing and addressing boredom in marketing strategies, implementing aggressive additional payment options, and focusing on relaxation-oriented travel products are recommended to cater to post-pandemic traveler preferences and revive the tourism industry effectively.

Impact of Recollection on Brand Relationships -Focusing on Character Collaboration Fashion Products- (추억 회상이 브랜드 관계에 미치는 영향 -캐릭터 컬래버레이션 패션상품을 대상으로-)

  • Joon-Ho Seon;Sumin Kim;Kyu-Hye Lee
    • Journal of the Korean Society of Clothing and Textiles
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    • 제48권4호
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    • pp.793-807
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    • 2024
  • In response to the growing focus on products utilizing character IP in retail, this study investigated the impact of consumers' recollection of character IP fashion products on brand relationship formation. Furthermore, it explores the moderating effect of consumer preferences for collaboration series on this relationship. Participants were consumers who recalled character IP fashion products, and the analysis was conducted using PLS-SEM. The findings show that consumer recollection associated with character IP in fashion products positively affects brand attachment, leading to a positive impact on brand attitude and brand loyalty. The study also highlights the effectiveness of repeated exposure to similar products as an effective marketing strategy. Furthermore, a positive synergy between brand attachment and preferences for collaboration series enhances brand loyalty by influencing consumer attitudes. The study suggests that collaboration series marketing strategies affect consumers' perceptions of novelty and alter their expectations. This research has significant academic and practical implications, demonstrating the effectiveness of marketing through collaboration series and revealing how character IP in fashion products, commonly used by fashion brands, shapes brand-consumer relationships. The findings provide a robust theoretical foundation for marketing strategies leveraging character IP.

The Impact of Social Media Marketing Towards Purchase Decision: Interactive Flat Panel Display Technology Distribution from Indonesia's B2B Market

  • Yunita SWASTI;Ricardo INDRA;Nadia Kris SIGIT;Muhammad ILHAM;La MANI;Muhammad ARAS
    • Journal of Distribution Science
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    • 제22권9호
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    • pp.129-139
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    • 2024
  • Purpose: This research aims to examine the impact of social media marketing on buy decisions in Indonesia's B2B market, considering the mediating roles of brand image, perceived quality, and perceived value in relation to interactive flat panel display technology. To better understand technology adoption and distribution, we utilize the innovation diffusion theory. Research Design, Data and Methodology: The Decision-Making Unit of each organization that buy interactive flat panel display technology conducted an empirical survey of 82 participants. The quantitative research design analyzed the data utilizing the PLS-SEM model. outcome: This research reveals that social media marketing significantly impacted perceived quality, brand image, perceived value, and buy decisions. The research also found that perceived quality does not significantly impact buy decisions, but perceived value and brand image significantly impacted buy decisions. This research contributes to understanding the key factorsinfluencing buy decisionsin Indonesia's B2B market. Conclusion: Thisresearch concludesthat B2B consumers in Indonesia are less concerned about product quality but prioritize the value they receive when purchasing interactive display technology. Social media marketing could impacted the distribution of interactive display technology in Indonesia's B2B market by affecting the DMU's purchasing decisions. Brands should leverage social media marketing to positively impact theirsuccess.

Customer and Sales Orientation of Franchising-Based Insurance Agent Format: Their Effects on Customer Trust, Identification, and Intention to Renewal Contract : focused on the social exchange theory (프랜차이즈 기반 보험설계사의 고객지향성과 판매지향성이 고객 신뢰, 일체감, 그리고 재계약의도에 미치는 영향: 사회교환이론을 중심으로)

  • Joon-Ho MOON;Yong-Ki LEE;Soon-Tae LEE
    • The Korean Journal of Franchise Management
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    • 제15권3호
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    • pp.1-15
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    • 2024
  • Purpose: The insurance market is steadily growing, with General Agencies (GA) experiencing rapid sales increases. GAs need marketing strategies to boost contract renewal intentions by effectively managing customer relationships. This study examines the impact of perceived customer orientation and sales orientation on customer trust, identification, and renewal intentions with GA insurance planners. Research design, data, and methodology: The study surveyed customers who subscribe to insurance products from GA-affiliated insurance planners. Out of 615 respondents, 251 valid responses were analyzed using frequency analysis, measurement models, and structural equation modeling (SEM) with SmartPLS 4.0. Result: The study revealed that customer orientation positively affects cognitive trust and sense of identification. In contrast, sales orientation did not significantly impact customer trust or identification. Additionally, customer trust positively influences sense of identification, and both trust and identification positively affect the intention to renew the contract. Conclusions: Implementing a customer-oriented marketing strategy is essential for providing tailored customer management services and maintaining or improving the quality of customer relationships for insurance planners. Given that insurance products require long-term management, it is crucial for planners to build trust, enhance customer identification, and offer continuous customer management to meet customers' needs effectively.

A Study on the Entrepreneurial Orientation and the Performance of Startups: The Mediating Effects of Technological Orientation and Social Capital (스타트업의 기업가지향성과 성과에 관한 연구: 기술지향성과 사회적 자본의 매개효과)

  • Lee, Eun A;Seo, Joung Hae;Shim, Yun Soo
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • 제14권2호
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    • pp.47-59
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    • 2019
  • Various studies have been carried out on the subject of entrepreneurship, which is required to create new businesses and organizations during the early process of startups based on innovative technologies and ideas. At the same time, the concept of organizational entrepreneurial orientation, which explains how to manage enterprises in the process of pioneering new products and markets, is drawing more and more attention for the purpose of continuously creating and maintaining a competitive edge of startups. This study focused on the relationship between entrepreneurial orientation and startup performance and the role of technological orientation and social capital. An empirical research was conducted on 144 different startup companies residing in startup supporting institutions. To evaluate the suitability of the research model, a PLS-based structural equation model was used. The research results are as follows: First, the entrepreneurial orientation of startups was found to have a positive effect on startup performance. Second, it was shown that entrepreneurial orientation had a positive effect on all three dimensions of social capital and technological orientation. Third, it has been shown that technological orientation and the cognitive dimension of social capital mediates the relationship between entrepreneurial orientation and startup performance. Through this, it was confirmed that entrepreneurial orientation directly affects startup performance, and it even influences the growth of startups by increasing technological superiority and social capital which is inherent in the network. Also, the research identified the need for additional research on the relationship between the strengthening of technological orientation and strategical orientation in startups. This study is expected to expand the discussion about social capital in the field of startup related research by affirming the role and importance of the cognitive system embedded in the network as well as the connectivity of networks, which has been already emphasized in previous startup related studies. Finally, the results of this study were reflected to present new practical implications.