• 제목/요약/키워드: Partial Least Squares(PLS)

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Happiness Leisure Experiences in Consumption

  • RODRIGUES, Paula;SOUSA, Ana;VELOSO, Monica
    • The Journal of Asian Finance, Economics and Business
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    • 제9권3호
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    • pp.377-388
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    • 2022
  • The Personal sense of uniqueness (PSU) is positively associated with subjective well-being and has been recently shown its correlation with happiness, influencing consumer's experience behavior. However, the effects of hedonic and eudaimonic experience on conspicuous and inconspicuous (consumer's need for status and inner fulfillment) are unknown. The purpose of this research is to address a gap existing in the literature by testing the effects of PSU on hedonic and eudaimonic leisure experiences and how happiness leisure experiences effects conspicuous and inconspicuous consumption. The relationships hypothesized in the model are tested using partial least squares structural equation modeling (PLS-SEM) and bootstrapping procedure. Data was gathered using a self-administrated survey, answered by 200 consumers based on consumers' leisure experiences. The findings of this study suggest that (i) PSU positively and significantly influence hedonic and eudaimonic happiness; (ii) the effect of PSU on eudaimonic happiness is higher than in hedonic happiness; (iii) eudaimonic happiness positively and significantly influence conspicuous and inconspicuous consumption; and (iv) hedonic happiness negatively and significantly influence conspicuous and inconspicuous consumption. This study helps fill a gap in the literature by introducing and testing the effect of hedonic and eudaimonic leisure experiences and the relationship between these constructs and PSU and (in) conspicuous consumption.

Investigating the Role of Memorable Tourism Experience towards Revisit Intention and Electronic Word of Mouth: A Study on Beach Tourists

  • Van Vien VU;Van Hao HOANG;Lan Huong VU
    • 유통과학연구
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    • 제22권2호
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    • pp.83-93
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    • 2024
  • Purpose: Although many studies have addressed destination marketing concepts, the relationship between beach tourists' memorable tourism experience (MTE), revisit intention and electronic word of mouth (eWOM) remains unknown. To address this issue, the authors established a model to investigate the effects of MTE's dimensions on revisit intention and eWOM. Research design, data and methodology: Drawing on 581 questionnaires from domestic beach tourists in Vietnam, a quantitative study approach was administered to empirically analyze a partial least squares path model in PLS-SEM. Results: The findings revealed that four dimensions of MTE including hedonism, local culture, meaningfulness and involvement have positive influence on beach tourists' revisit intention. Besides, meaningfulness and knowledge directly affect eWOM. It is worth noting that beach tourists' revisit intention significantly and directly influence their eWOM. The findings also confirm the indirect effects of hedonism, local culture, meaningfulness and involvement on eWOM through the mediating role of revisit intention. Conclusions: This study will be important to determine beach tourists' behavior through each dimension of MTE. This study also emphasizes on the direct effect of beach tourists' revisit intention on eWOM, as well as confirms its mediating role in the relation between MTE and eWOM. The findings will assist policymakers and destination marketers with strategies and effective future actions.

Integrating Perceived Enjoyment within the UTAUT Model for Enhanced Distribution Management Strategies

  • Putu Yudi SETIAWAN;Ni Putu Cempaka Dharmadewi ATMAJA;I Gusti Ayu TIRTAYANI
    • 유통과학연구
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    • 제22권1호
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    • pp.13-23
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    • 2024
  • Purpose: Within the ever-changing realm of modern e-commerce, this study delves into the complex effects of factors like performance expectations, ease of use, social influence, favorable conditions, and enjoyment perception on users' intentions and usage patterns in online marketplace apps. The research centres on Tokopedia app users in Denpasar City, encompassing a wide and varied demographic. Methods: Utilizing a non-probability sampling method, 200 participants were selected for extensive data collection through surveys. Subsequent rigorous analysis of the gathered data was performed using Structural Equation Modeling-Partial Least Squares (SEM-PLS) techniques. Results: This study aims to contribute substantially to theoretical and practical knowledge regarding marketplace app usage. Theoretical contributions involve enhancing the marketing domain, especially in digital marketing, by revealing the intricate factors influencing user conduct in online marketplaces. From a practical standpoint, this research provides valuable insights for entrepreneurs aspiring to join or improve their positions in the Tokopedia app market. Conclusion: Based on the study, we suggest optimising online shopping apps for a more appealing and user-friendly interface. Enhancing the enjoyment and simplicity of finding desired products can prompt heightened usage of online shopping services, thereby reinforcing distribution management strategies and overall market presence.

Unveiling the Mediating Role of Personality: Exploring the Nexus between Transformational Leadership and Work Stress in Public Organizations

  • Rohana Ahmad;Mohd Fo'ad Sakdan;Halimah Abdul Manaf
    • Asian Journal for Public Opinion Research
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    • 제12권1호
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    • pp.1-27
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    • 2024
  • This study investigates the interplay between transformational leadership, personality, and work stress in public organizations, focusing on public servants in Putrajaya, Kuala Lumpur. Data from 702 public servants in Putrajaya, Kuala Lumpur, out of 800 distributed questionnaires, were analyzed. Rigorous analysis employed a structural equation model (SEM) with partial least squares (PLS-SEM) methodology. Our empirical analysis challenges the conventional belief of a positive correlation between transformational leadership and work stress in public organizations, revealing no direct link between transformational leadership and increased work stress in this context. Our study highlights a significant positive correlation between personality and work stress among public servants, emphasizing the role of individual personality characteristics in shaping work-related stress levels. Finally, personality emerged as a crucial mediator in the transformational leadership-work stress relationship, indicating that transformational leadership indirectly influences work stress through its impact on personality. This underscores the importance of considering personality as a mediating factor in understanding the transformational leadership-work stress dynamic in public organizations. In summary, our research provides insights into the relationship between transformational leadership, personality, and work stress in public organizations. These findings challenge conventional assumptions, emphasize individual differences in stress levels, and underscore the mediating role of personality in addressing work stress among public servants.

A Study on Intention to Adopt Digital Payment Systems in India: Impact of COVID-19 Pandemic

  • Kavita Jain;Rupal Chowdhary
    • Asia pacific journal of information systems
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    • 제31권1호
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    • pp.76-101
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    • 2021
  • Digitalization and digital transformations have metamorphized the face of Financial Inclusion globally, more so, in cash obsessed economies like India. The purpose of our study is to empirically analyze the users' intention to adopt digital payment systems, post Demonetisation, during the COVID-19 pandemic in India. The conceptual framework for the study is based on the Unified Theory of Acceptance and Use of Technology (UTAUT) adoption model with added operationalized constructs of Perceived Risk and Stickiness to use Cash. A total of 326 respondents were surveyed using a pre-tested questionnaire during the Nationwide Lockdown 3.0 in India. These responses were analyzed using Partial Least Squares - Structural Equation Modelling (PLS-SEM) technique. The findings of the study revealed that performance expectancy and facilitating conditions directly influence the intention of individuals to use digital payment systems, whereas the effect of perceived ease of use on digital payment systems is mediated through the attitude towards the digital payment systems during COVID-19 pandemic situation. Implications of the proposed adoption model are discussed. This will enable the other developing economies to formulate a digital ecosystem, that is here to stay even after the pandemic.

중국인 유학생의 대학생활 적응과 대학생활 만족도에 미치는 영향에 관한 연구 (A Study of Chinese Student Adaptation to Korean Universities and Level of Satisfaction with University Life)

  • 김종원;김은정
    • 한국산업정보학회논문지
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    • 제24권4호
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    • pp.99-112
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    • 2019
  • 시대의 변화에 따라 교육 시장의 모습도 변화하고 있다. 국내 대학들은 학령인구의 감소에 따른 위기극복의 방안으로 외국인 유학생을 유치하기 위한 노력을 기울이고 있다. 우리나라 유학생 중 가장 큰 비중을 차지하고 있는 중국인 유학생은 우리나라 대학에서 주요한 학생 구성원이 되고 있다. 중국인 유학생은 본국을 떠나 새로운 환경에 적응하면서 다양한 어려움에 직면하게 된다. 본 연구는 중국인 유학생들의 학업적 요인과 정서적 요인이 대학생활 적응도와 대학생활 만족도에 미치는 영향을 검증하는데 그 목적이 있다. 이를 위해 부산소재 4년제 D대학에 재학중인 중국인 유학생 128명을 대상으로 자료를 수집하였으며, 자료분석은 PLS(Partical least squares)을 사용하여 경로분석을 실시하였다. 연구결과는 다음과 같다. 첫째, 학업적 요인인 교수 요인과 교직원의 관심정도는 대학생활 적응도에 유의한 영향을 미쳤으나, 한국어 구사 능력은 대학생활 적응도에 유의한 영향을 나타내지 않았다. 둘째, 정서적 요인인 향수병은 대학생활 적응도에 유의한 영향을 나타냈으나, 문화적응 스트레스는 대학생활 적응도에 유의한 영향을 미치지 않는 것으로 나타났다. 셋째, 대학생활 적응도는 대학생활 만족도에 유의한 영향이 입증되었다. 이러한 결과를 토대로 본 연구의 의의와 한계점 및 향후 연구 방안에 대해 논의하였다.

Bitcoin Distribution in the Age of Digital Transformation: Dual-path Approach

  • Lee, Won-Jun;Hong, Seong-Tae;Min, Taeki
    • 유통과학연구
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    • 제16권12호
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    • pp.47-56
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    • 2018
  • Purpose - The potential use of cryptocurrencies in a retail environment proposes a rapid shift from the traditional financial system. Nakamoto(2008) defines Bitcoin as an open source alt-coin based on the blockchain technology. Luther(2016) insists that the new technology will be widely adopted for the digital payment processes. However, the use of Bitcoin is in the real world is still sparse. Despite the growing attention and purported benefits, it is doubtful whether the Bitcoin will be eagerly accepted by ordinary consumers in the mainstream market. To answer this question, this paper develops a causal model that has a dual path to explain the motivation to adopt Bitcoin. According to Glaser, Zimmermann, Haferkorn, Weber, and Siering(2014), Bitcoin is both an asset and a currency at the same time. In summary, the attitude towards Bitcoin may vary depending on whether the fin-tech product is viewed as an asset or as a currency. Based on the arguments, we propose that asset attitude and currency attitude will give influence to consumers' intention to adopt Bitcoin. Research design, data, and methodology - Quantitative data collection is conducted from a Bitcoin SIG(special interest group) working in an internet community. As a result, 192 respondents who know Bitcoin completed the survey. To analyze the causal relations in the research model, PLS-SEM(partial least squares structural equation modeling) method is used. Also, reliability and validity of measures are tested by performing Cronbach's alpha test, Fornell-Larcker test and confirmatory factor test. Results - Our test results show that every hypothesis is supported except the influence of perceived ease of use. In addition, we find that the relationships between constructs are different between the high innovative group and low innovative group. Conclusions - We provide evidence that asset attitude and currency attitude are key antecedents of Bitcoin adoption.

Research on damage and identification of mortise-tenon joints stiffness in ancient wooden buildings based on shaking table test

  • Xue, Jianyang;Bai, Fuyu;Qi, Liangjie;Sui, Yan;Zhou, Chaofeng
    • Structural Engineering and Mechanics
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    • 제65권5호
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    • pp.547-556
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    • 2018
  • Based on the shaking table tests of a 1:3.52 scale one-bay and one-story ancient wooden structure, a simplified structural mechanics model was established, and the structural state equation and observation equation were deduced. Under the action of seismic waves, the damage rule of initial stiffness and yield stiffness of the joint was obtained. The force hammer percussion test and finite element calculations were carried out, and the structural response was obtained. Considering the 5% noise disturbance in the laboratory environment, the stiffness parameters of the mortise-tenon joint were identified by the partial least squares of singular value decomposition (PLS-SVD) and the Extended Kalman filter (EKF) method. The results show that dynamic and static cohesion method, PLS-SVD, and EKF method can be used to identify the damage degree of structures, and the stiffness of the mortise-tenon joints under strong earthquakes is reduced step by step. Using the proposed model, the identified error of the initial stiffness is about 0.58%-1.28%, and the error of the yield stiffness is about 0.44%-1.21%. This method has high accuracy and good applicability for identifying the initial stiffness and yield stiffness of the joints. The identification method and research results can provide a reference for monitoring and evaluating actual engineering structures.

모바일 위치기반 SNS의 특성과 지각된 프라이버시 위험이 SoLoMo 어플리케이션의 이용의도에 미치는 영향 (The Effect of Characteristics and Perceived Privacy Risk of Mobile Location-based SNS on Intention to Use SoLoMo Applications)

  • 신택수;조원상
    • 한국IT서비스학회지
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    • 제13권4호
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    • pp.205-230
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    • 2014
  • In recent years, the social network service (SNS) and the location-based social network service (LBSNS) industry is expanding and the competition within the field is increasing much more. Since 2010, the full-scaled studies of SNS and LBSNS have begun. With the growth of SNS and LBSNS markets, SoLoMo (Social-Local-Mobile) is also becoming the trend for applications in different fields. However, despite the importance of SoLoMo, there have been little studies on the characteristics of SoLoMo applications. The purpose of this research is to investigate the effect of characteristics and perceived privacy risk of mobile location-based SNS on intention to use SoLoMo applications. For the purpose, we proposed a SoLoMo service acceptance model with TAM (Technology Acceptance Model) and the characteristics of SoLoMo applications. The characteristics consist of three factors, i.e. SNS, location, and mobile-related factors. This study also considered a gamification and a perceived privacy risk factor influencing on SoLoMo service usage in our proposed research model. The results of our empirical analysis using partial least squares (PLS) method show that the characteristics of SoLoMo applications including SNS, location, and mobile-related features, gamification, and perceived privacy risk have partially an effect on intention to use SoLoMo applications. Based on these results, SoLoMo-related companies will be able to increase the usage of SoLoMo services by differentiating their own strategies with these factors influencing on SoLoMo services.

건강증진모형을 활용한 유헬스 시스템의 행위 의도 연구 (A Study on Behavioral Intention on u-Health using Health Promotion Model)

  • 양영배;김민철
    • 한국정보통신학회논문지
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    • 제19권3호
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    • pp.747-755
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    • 2015
  • 본 연구는 Pender [11]의 건강 증진모형을 활용하여 유헬스의 행위 의도를 분석하는데 그 목적을 두고 있다. 분석을 위하여 유효한 설문지 216부를 갖고 부분최소자승 기반 구조방정식 방법을 활용하여 제시된 모형을 검증하였다. 분석 결과, 개인적 건강관리 경험 요인이 자기효능감 요인으로의 경로와 자기효능감 요인이 행위 의도로의 경로가 가장 높은 것으로 나타났다. 또한 제시된 모형에서는 유헬스 시스템에 대한 자기 효능감이 높을수록 건강증진행위에 영향을 미치는 유일한 요인임을 확인할 수 있었다. 하지만 본 연구의 수집된 데이터의 적은 표본 수 및 유헬스에 대한 구체성이 다소 떨어진다는 점에서 세부적인 추가 연구가 이어져야 할 것이다.