• 제목/요약/키워드: SEM-PLS

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Do Creativity and Intellectual Capital Matter for SMEs Sustainability? The Role of Competitive Advantage

  • SRIKALIMAH, Srikalimah;WARDANA, Ludi Wishnu;AMBARWATI, Diana;SHOLIHIN, Ustadus;SHOBIRIN, Rizky Arief;FAJARIAH, Nuraidya;WIBOWO, Agus
    • The Journal of Asian Finance, Economics and Business
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    • 제7권12호
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    • pp.397-408
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    • 2020
  • SMEs as an organization to succeed and to be sustainable must have the most essential and strategic capital, namely creativity, competitive advantage, and intellectual capital. This study aims to explore how creativity and intellectual capital determines SMEs' sustainability as well as examine the emerging role of competitive advantage in supporting this relationship. A quantitative method was applied to gain a better understanding of the relationship between variables undergoing Structural Equation Modeling with Partial Least Square (SEM-PLS). This study collected data from 123 SMEs in East Java of Indonesia using an online survey. The approach adopted in this study is a convenience random sampling method, which is widely used in entrepreneurship and SMEs' sustainability research. The findings showed that intellectual capital positively affects both competitive advantage and SMEs' sustainability. Additionally, the result of this study confirms a robust relationship between intellectual capital and SMEs' sustainability. However, partially, creativity failed in explaining SMEs' sustainability. Furthermore, this study confirmed that competitive advantage has successfully mediated both the influence of creativity and intellectual capital to SMEs' sustainability. Although this research only involved participants in East Java, this study can be the first step for relevant research of SMEs' sustainability, in particular, in Indonesia.

상품 개발을 위한 의료관광객의 선택 의도 분석 - 인터넷 정보 원천 기반 (Behavioral Intention of Health Tourists for developing the product - Based on Internet Information)

  • 김민철;부창산
    • 디지털융복합연구
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    • 제11권5호
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    • pp.385-394
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    • 2013
  • 최근 의료시장이 글로벌화 되면서 인터넷 정보의 중요성이 인식되고 있다. 이에 본 연구에서는 인터넷 정보를 갖고 의료관광 추구 편익 요인들이 관광 브랜드 자산 요인을 통하여 의료관광지 선택 의도에 정(+)의 영향을 미친다는 가설을 가진 연구 모형을 갖고 분석을 실시하였다. 분석 결과, 건강 및 미용 추구가 인지 및 품질 매개 요인에 유의한 영향을 미치지 못한 반면, 서비스 및 자연 추구가 인지 및 품질 매개 요인에는 유의한 영향을 미치는 것으로 나타났다. 하지만 체험 추구가 인지 및 품질에는 유의하지 않았다. 그리고 인지 및 품질 매개 요인은 최종 종속 요인인 의도에 영향을 미치는 것으로 나왔다. 이러한 가설 결과를 통하여 제주 지역 내 의료관광을 육성하는 정책자 입장에서는 기존에 제주지역이 지니고 있는 서비스와 인지도의 향상의 중요성을 감안하고, 이에 기반을 둔 의료관광 상품 개발에 기본적 근간으로 인식해야 할 것이다.

소비자의 이타주의적 가치관과 자기중심적 가치관이 사회적 책임의식과 윤리적 패션제품에 대한 프리미엄 가격 지불의도에 미치는 영향 (Effects of Consumers' Altruistic and Egocentric Values on Social Responsibility and Willingness-to-pay a Price Premium for Ethical Fashion Products)

  • 최영현;안가영;김은혜;이규혜
    • 한국의류산업학회지
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    • 제22권5호
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    • pp.570-583
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    • 2020
  • The fashion industry is accountable for labor and environment-related issues. With such issues raised, consumers' social responsibility for environmental and labor issues has become an important factor that shapes the perception of companies. This study investigates the relationship between consumer values, concerns regarding social issues, and willingness to pay a premium for ethical fashion products. This study included two exogenous variables of altruistic value and egocentric value. In the conceptual model, consumers' social responsibility was conceptualized as two constructs of environmental consciousness and labor-issue consciousness. It was then analyzed as mediating variables. Willingness to pay a premium for ethical fashion products was the endogenous variable. Data was collected and analyzed with PLS-SEM from 600 consumers. The assessment of discriminant validity and construct validity using CFA were conducted before analyzing the model. Structural equation modeling results revealed that altruistic value directly influenced environmental consciousness and labor-issue consciousness. However, egocentric value was directly and significantly influenced only by labor-issue consciousness. Both environmental and labor issue consciousness directly influenced customers' willingness to pay a premium, but did not significantly change their willingness to pay a premium. Two-stage serial mediation analysis results indicated that the constructs did not have a significant mediation effect on the exogenous variables (altruistic value and egocentric value) and the endogenous variable (willingness to pay a premium) for ethical fashion products. This study found the influence of consumer's personal values on their willingness to pay a higher price for ethical fashion products.

Analysing the Influence of Technology on the Business Performance of Rattan Processing SME's in South Kalimantan

  • Wiratmadja, Iwan Inrawan;Govindaraju, Rajesri;Setiawati, Evy
    • Industrial Engineering and Management Systems
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    • 제10권2호
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    • pp.104-108
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    • 2011
  • Technology is one of the major competitive advantages for small and medium enterprises (SME), especially ones operating in the manufacturing sector. Increasing technological capabilities is the basis for SME's business performance improvement. The main problem of SME's is a limitation in the areas of production facilities, technology, and human resources. Some of these constraints cause a decline in business performance and competitiveness of SME's. In this case analysis of technology components has to be carried out to determine the effect of technology on SME's business performance improvement. This study aims to measure the components of technology and to analyze the influence of each technology component on business performance of rattan processing SME's in South Kalimantan. The assessment is carried out on the technoware, humanware, inforware, and orgaware components using the technometric method (UNESCAP). Business performance is measured through a combination of financial and non-financial aspects deducted from financial and marketing figures. Analysis of the influence of technology components on business performance of SME's is done using the Structural Equation Model (SEM) with Partial Least Square software (PLS). Data is collected through interviews and questionnaires from 21 rattan processing SME's in South Kalimantan that produce rattan furnitures. The results show that the value of the contribution of technology (TCC) to the performance of rattan processing SME's in South Kalimantan is still quite low. Analysis of the results shows a direct influence of technoware and humanware on business performance, while orgaware influences business performance indirectly through humanware.

구조방정식 기반 스마트폰의 멀티미디어 기능이 지속사용의도에 미치는 영향 (Influence of The Multimedia Function on Continue Using Intention of Smartphone Based SEM)

  • 남수태;이현창;진찬용
    • 한국정보통신학회논문지
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    • 제19권6호
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    • pp.1347-1352
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    • 2015
  • 스마트폰 이용자는 경제활동 인구의 99% 이상이 사용하고 있으며 초기 형성단계를 지나 포화상태에 도달한 것으로 전문가들은 내다보고 있다. 본 연구는 스마트폰의 멀티미디어 기능이 지속사용의도에 미치는 영향 요인을 알아보고자 한다. 예측변수로는 확장 기술수용모델에서 제시된 인지된 유용성, 인지된 사용 용이성 그리고 인지된 유희성을 선택하였다. 연구대상은 부산과 전북지역에 거주하는 스마트폰 사용자 106명이며 설문지를 통해 자료를 수집하였다. 인구통계학적인 분석은 IBM SPSS Statistics 19로 하였고 Smart PLS를 사용하여 확인적 요인분석과 변수 간의 인과관계에 대한 경로 분석을 실시하였다. 분석결과 인지된 가치와 지속사용의도에 이르는 모든 경로가 유의미한 영향을 미치는 것으로 나타났다. 결과를 바탕으로 연구의 한계와 시사점을 제시하고자 한다.

The Relationships between Product Quality Cues and Perceived Values based on Gender Differences at a Food Select Shop

  • Yim, Myung-Seong
    • 산경연구논집
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    • 제11권10호
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    • pp.59-73
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    • 2020
  • Purpose: The ultimate purpose of this work is to investigate gender differences in the relationships between product quality cues and perceived values at a food select shop. Specifically, this study examines the effects of internal and external cues, which are indicators of product quality, on emotional and social values based on gender differences. Research design, data and methodology: In this study, a questionnaire technique was used to collect the data necessary to test the proposed model. 183 data were collected through this technique. PLS SEM (Partial Least Squares Structured Equation Model) was used to test the research model. Results: First, there is no gender difference between intrinsic cue and emotional value. When using male and female data, there was no significant causal relationship between intrinsic cues and emotional values. Second, we found no gender difference between intrinsic cue and social value. When analyzed with female data, there was no significant causal relationship between intrinsic cue and social value. On the other hand, in the case of men, it was found that a weak causal relationship exists. Third, this study found gender difference between extrinsic cue and emotional value. In the case of men, it was found that a weak causal relationship exists, whereas in the case of women, a strong causal relationship exists between extrinsic cue and emotional value. Fourth, we found gender difference between extrinsic cue and social value. In the case of men, there was no causal relationship, whereas in the case of women, there was a strong causal relationship between extrinsic cue and social value. Finally, we found that there are moderating roles of gender in the relationship between external cues and perceived quality. Conclusions: As a result of analysis, it is necessary to focus on extrinsic clues of product in order to increase the perceived emotional and social values of women. On the other hand, in order to improve the perceived emotional and social values of men, it is necessary to pay attention to both intrinsic and extrinsic cues of product. Therefore, it is necessary to consider what clues and values are important to core customers.

농업경영정보시스템 사용의도에 미치는 사회심리학적 요인 분석: 우수농업경영정보시스템을 중심으로 (An Analysis of Social-Psychological Factors that Influence the Intention to Use the Agricultural Information System "LFcenter System")

  • 홍희연;문정훈;유철우;최영찬
    • 농촌지도와개발
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    • 제15권4호
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    • pp.659-681
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    • 2008
  • The purpose of this study is to empirically analyze factors that influence farm managers' intentions to use an agricultural farm management information systems. It focused on "LFcenter System," a leading information system operated by the Rural Development Administration for farm management. Participants of this study are classified into two groups: a group of leading farm managers and a group fo regular farm managers. A total of 192 survey samples on users' intentions are collected; 85 samples from leading farm managers and 107 from regular farm managers. The theoretical background of this study is developed based on Theory of Reasoned Action(TRA), Technology Acceptance Model(TAM), Diffusion of Innovation(DOI), Social Cognitive Theory(SCT), and Theory of Planned Behavior(TPB). Partial Least Squares(PLS) method is used to test a proposed Structural Equation Model(SEM), including nine hypotheses. The differences between two groups are investigated using Smith-Satterthwait test. The findings from this study are: First of all, in terms of average comparison of most variables used in this study, a group of leading farm managers shows higher value that the other group in most cases. Second, hypothesis tests how that "subjective norms", "goal to study", "perceived usefulness", "perceived enjoyment", and "intention to use" significantly influence the intention to use an agricultural management information system in the group of leading farm managers. However, "subjective norms", "goal to study", "perceived ease of use", "perceived usefulness", "perceived enjoyment", and "intention to use" turned out to significantly influence the intention to use an agricultural management information system in the group of regular farms managers. Based on the results of Smith-Satterthwait test, compared with a group of leading farms managers, the impact of "goal to study" on "intention to use" is significantly stronger. On the other hand, in the group of leading farms managers, "perceived usefulness" and "perceived enjoyment" turned out to be main drivers of "intention to use."

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EA 담당조직의 역할과 EA 활용역량이 EA 성과에 미치는 영향에 관한 실증적 연구 (An Empirical Study on the Effects of the Role of EA Operating Unit and EA Utilization Capability on the EA Performance)

  • 박일규;김상훈;서일정
    • 한국IT서비스학회지
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    • 제9권1호
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    • pp.27-42
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    • 2010
  • Recently, many organizations are actively adopting Enterprise Architecture (EA) as a methodology to manage IT assets and build IT-based business system. However, most existing studies on EA have focused on the adoption stage of EA. Now the research concerning effective management and utilization of EA after adopting EA is keenly required. This study intended to empirically examine how the role of EA operating unit and the EA utilization capability of organizational members impact on EA performance at the post-adoption stage of EA. Based on Resource Based View (RBV), this study proposed the model and the hypotheses describing that the impact of the role of EA operating unit on EA performance is mediated by the EA utilization capability of organizational members. In order to test the hypotheses, the field survey whose respondents were seventy four Korean public agencies which have adopted EA was conducted by means of questionnaire. Data analysis was done with partial least square (PLS), which is a structural equation modeling (SEM) technique that uses a component-based approach to estimation. The results of the empirical analyses showed that the organizational operation ability of EA operating unit significantly influenced EA performance via the EA utilization capability of organizational members, but that EA education and training performed by EA operating unit did not. The results of this study provided a lot of theoretical and practical implications regarding EA management activities at the post-adoption stage of EA to enhance EA performance.

VDI 기술특성이 상호작용과 업무성과에 미치는 영향에 관한 실증적 연구 (The Effect of VDI Technical Characteristics on Interaction and Work Performance)

  • 곽영;신민수
    • 한국IT서비스학회지
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    • 제20권4호
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    • pp.95-111
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    • 2021
  • Recently, many organizations are actively adopting VDI (Virtual Desktop Infrastructure), an IT-based business system, to build a non-face-to-face business environment for smart-work. However, most of the existing research on VDI has focused on the satisfaction of system service quality or the use of IT resources and investment for VDI introduction. However, research on effective management and utilization of factors according to the characteristics of VDI technology is urgently required. This study is an empirical research study on how VDI technology characteristics affect interactions and work performance by identifying differences in utilization factors between general organization members and IT managers, presenting standards for business utilization and management. This study proposed a model and hypothesis that the system technology characteristics for VDI use are mediated by interactions in which users respond to functions appropriate to their work. In order to verify the hypothesis, a questionnaire survey was conducted on 188 people of companies and institutions that have adopted and used VDI through a questionnaire survey. Data analysis was performed with partial least squares (PLS), a structural equation modeling (SEM) technique that uses a component-based approach to estimation. As a result of the empirical analysis, the same environmental function for performing work, N-th security, and remote access function factors for non-face-to-face work have a significant effect on interactivity, and IT managers have an additional significant effect on the management technology characteristics of resource reallocation. Has been shown to affect. The results of this study aim to minimize trial and error due to new introduction by presenting considerations for future VDI introduction through case analysis.

Country Image and Product Attitude: An Estimation of Switching Costs for the Korean Wave

  • Shen, Yan;Kwak, Ro-Sung
    • Journal of Korea Trade
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    • 제23권8호
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    • pp.45-72
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    • 2019
  • Purpose - This study examines the mediating effect of switching costs (economic risk costs and setup costs) on the relationships of country image with product attitude and product attachment. Switching-cost effects for the Korean Wave, which are insufficiently addressed in the literature, were investigated using the country image of Korea as a proxy for the Korean Wave. Moreover, this study examined the economic effects of the Korean Wave and the negative effect of the Terminal High Altitude Area Defense (THAAD) deployment on these economic effects. Design/methodology - A total of 302 Chinese consumers were surveyed using a questionnaire. Because this was an exploratory study and was not based on a classical model, the PLS-SEM method was employed to test the stability of the model and its hypotheses. Findings - Switching costs had mediating effects on the relationships of country image with product attitude and product attachment. The switching-cost effects for the Korean Wave were verified. However, neither the economic image nor cultural image of Korea had significant effects on the economic risk costs. Moreover, the economic image of Korea had no significant effect on the set-up costs. Originality/value - This study broadened the understanding of the relationships among country image, switching costs, product attitude, and product attachment and advanced the knowledge of relevant theories. The results contribute theoretically to the literature on switching-cost effects for the Korean Wave. The results confirmed the negative effect of THAAD deployment on the economic effects of the Korean Wave. In the rapidly developing international environment, these research results could serve as theoretical reference guidelines for suppliers when developing marketing strategies.