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

검색결과 383건 처리시간 0.028초

모바일 간편 결제 서비스의 고액 결제 사용의도 집단과 소액 결제 사용의도 집단 간 차이 연구 (The Study of Mobile Convenient Payments According to the Type of High and Low Value Payment Intentions)

  • 김기호;이형용
    • 한국정보시스템학회지:정보시스템연구
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    • 제28권2호
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    • pp.181-200
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    • 2019
  • Purpose In order to find out the influential factors to accept the mobile convenient payment service like Apple pay or Samsung Pay based on the Unified Theory of Acceptance and Use of Technology according to the type of High and Low value payments. Design/methodology/approach This research model is designed on the factors of Unified Theory of Acceptance and Use of Technology and simultaneously analysed, or performed the empirical analysis of the PLS-SEM(Partial Least Squares structural equation model) in order to forage for the association among mobile convenient payment service's features. Findings According to the empirical analysis consequence, this research confirmed that the adoption of mobile convenient payment services is influence by features on the basis of Unified Theory of Acceptance and Use of Technology, mobility, and trust. Also, this paper figure out that the behavior of an user acceptance of mobile convenient payment services according to the type of high and low value payments.

Comparison of the antioxidant properties and flavonols in various parts of Korean red onions by multivariate data analysis

  • Park, Mi Jin;Ryu, Da Hye;Cho, Jwa Yeong;Ha, In Jong;Moon, Jin Seong;Kang, Young-Hwa
    • Horticulture, Environment, and Biotechnology : HEB
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    • 제59권6호
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    • pp.919-927
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    • 2018
  • To compare the antioxidant properties and flavonols in various parts; dry skin (DS) and edible portion (EP), of 8 red onions (Allium cepa L, ROs), total content of phenolics (TPC), flavonoids (TFC), and anthocyanins (TAC) and DPPH radical scavenging properties were estimated and the content of six flavonols were quantified by HPLC-PDA analysis. The major component of DS and EP of RO was quercetin and quercetin-4'-glucoside, respectively. Score plots of the PCA and PLS-DA were segregated by flavonols content and antioxidant properties according to the EP and DS of ROs. Loading plot of the PCA showed that the quercetin and sum of flavonol content were highly correlated with antioxidant activity of ROs. Therefore, flavonol content and antioxidant activity can be used as markers for distinct parts of ROs.

The Impact of Life Satisfaction, Quality Consciousness, and Religiosity on Customer Switching Intention to Halal Cosmetic

  • USMAN, Hardius;PROJO, Nucke Widowati Kusumo;WULANSARI, Ika Yuni;FADILLA, Thasya
    • Asian Journal of Business Environment
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    • 제11권3호
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    • pp.5-19
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    • 2021
  • Purpose: The purpose of this research is to study the role of life satisfaction, quality consciousness, and religiosity, which are integrated with the TRA Model to explain the switching intention of Muslim consumers to use Halal Cosmetics and Personal Care (HCPC). The second purpose is to investigate the relationship between variables used in this study to provide recommendations to HCPC producers about Muslim consumer behavior in the market. Research design, data, and methodology: The target population in this study is Muslims who live in Greater Jakarta. Data collection is carried out by the self-administered survey method based on the Purposive sampling technique, and the questionnaire is distributed online. The statistical analysis to test the research hypotheses is the Partial Least Squares - Structural Equation Model (PLS-SEM). Results: Life satisfaction, product quality consciousness, and religious commitment have a significant effect on attitude to switching but do not significantly influence the intention of switching to use HCPC. Conclusions: Life satisfaction, quality consciousness, and religiosity that represent individual factors indirectly affect the intention to switch to use HCPC. Thus, religious commitment influences attitude to switching both directly and indirectly.

Relationship between Workplace Spirituality, Organizational Commitment and Organizational Citizenship Behavior

  • UTAMI, Ni Made Satya;SAPTA, I Ketut Setia;VERAWATI, Yenny;ASTAKONI, I Made Purba
    • The Journal of Asian Finance, Economics and Business
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    • 제8권1호
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    • pp.507-517
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    • 2021
  • The research objective was to analyze the effect of work behavior on organizational citizenship behavior (OCB) and organizational commitment. For this, we analyze the effect of organizational commitment on OCB and analyze organizational commitment as a mediating variable in the relationship between workplace behavior and OCB. This study employed survey data for 80 employees of 12 village credit institutions in the Badung Regency. Observation is one way to obtain primary data. It is done by observing the object, which is the primary source of data, and conducting direct observations of the research location to determine the circumstances and problems. This research uses data collection techniques: 1) interviews conducted with employees working in Badung Regency both in managers and staff positions. 2) Questionnaire, namely, by using several closed questions given to the Badung Regency employees regarding workplace spirituality, organizational commitment, and OCB. The analysis technique used the partial least squares (PLS) approach and the Sobel test. The results show that workplace spirituality does not affect OCB but positively affects organizational commitment. Also, organizational commitment has a positive effect on OCB. The major findings are organizational commitment acts as a mediating variable in the relationship between workplace spirituality and OCB.

Impact of Approval Goals and Motivation on Consumer Intention: A Retail Context

  • AKHTAR, Muhammad Farooq;SUKI, Norazah Mohd
    • 유통과학연구
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    • 제20권12호
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    • pp.23-33
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    • 2022
  • Purpose: The objective of the study is to examine the role of approval goals, subjective norm, internal motivation, external motivation, attitude towards behavior, and perceived behavioral control on retail consumer's intention to consume fortified food in Pakistan. Research design, data, and methodology: The study was quantitative in nature. That is why the data were collected from 384 respondents approaching retail stores of Lahore, Gujranwala, and Faisalabad using mall intercept survey. Partial least squares structural equation modeling (PLS-SEM) was used to analyze the data. Results: The results show that approval goals significantly influence subjective norms. Secondly, subjective norms positively influence internal and external motivation. Thirdly, attitude towards behavior and internal motivation significantly impacted on intention. However, the findings of the study show, non-significant relationship of external motivation and perceived behavioral control with intention to consume fortified food. Conclusion: Theory of reasoned goal pursuit was used to investigate consumer intention to consume fortified food in Pakistan. This study is helpful for the marketers to create a word-of-mouth strategy to enhance positive word of mouth for the company, which ultimately beneficial to develop the distribution strategy of the firm. Fortified food is full of health enriched ingredients which is beneficial for society at large.

Relationship Between Innovation Activities and Business Performance: A Case Study in Indonesia

  • ARIF, Muhammad Ridwan;HASAN, Dahsan
    • The Journal of Asian Finance, Economics and Business
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    • 제8권4호
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    • pp.307-315
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    • 2021
  • The study aims to investigate the relationship between innovation activities and business process performance in higher education institution (hereinafter referred to as "HEI") context. The data was collected using a survey and later analyzed through Partial Least Squares Structural Equation Modelling (PLSSEM) and SmartPLS software. A total of 50 questionnaires were submitted from respondents representing vocational study program management located in Makassar, Indonesia. The findings show that two hypotheses discussed in this study fit the empirical data. Specifically, the results show that there is a positive relationship between innovation activities and business process performance, involving two types of innovation activities, which are exploration activities and exploitation activities, within HEIs. Explorative activity is firmly related to exploitative activity, which furthermore links to business process performance within the HEIs observed. The results confirm that exploration activity can stimulate and lead the HEIs management to generate exploitation activity. For instance, capabilities to absorb knowledge from the external institution may lead this institution to generate advanced academic processes, as well as more efficient and effective managerial processes. The study also signifies ambidexterity capacity, suggesting that it may lead HEIs management to formulate proper strategies in achieving better performance and gaining competitive advantage.

The Influence of Risk Perception on Destination Attachment and Voluntourism Behavior: Empirical Evidence from Indonesia

  • PANGARIBUAN, Christian Haposan;MANURUNG, Adler Haymans;SAROSO, Hardijanto;RUSMANTO, Toto
    • The Journal of Asian Finance, Economics and Business
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    • 제8권3호
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    • pp.1287-1293
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    • 2021
  • Alternative forms of travel have recently been delivering rewarding experiences and promising sustainable development for the tourism sector. However, it also depends on the uncertainties, consequences, and emotional connection with the destination. So far, the scholars have done limited empirical studies on volunteer tourism in Bali. Thus, this study tries to measure volunteer tourists' behavior by understanding the relationship between destination attachment, risk perception, and voluntourism behavior. Therefore, a study on the inclusivity of tourists' attachment to a particular place and perceived risks in volunteer tourism is an essential need to sustain the tourism industry. Data was analyzed using Partial Least Squares with smartPLS software. This study is based on a sample of ninety-three tourists of generation Z in Bali, Indonesia. Both outer model and inner model evaluation were conducted to ensure the robustness of the proposed model. The findings showed that destination attachment does have a direct and significant effect on voluntourism behavior. As expected, we also find that perceived risk has a significant moderating role on the relationship. Hence, greater efforts are needed to improve the image of the place by highlighting the characteristics of the locations. At the same time, it is necessary to put considerable effort to alleviate unfavorable conditions by creating safe environment surrounding the destination.

Knowledge Sharing Behavior in Indonesia: An Application of Planned Behaviour Theory

  • NEGARA, Danes Jaya;FERDINAND, Ferdinand;MEITIANA, Meitiana;ASTUTI, Maria Haryulin;ANDEN, Trecy;SARLAWA6, Rita;MAHRITA, Ani
    • The Journal of Asian Finance, Economics and Business
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    • 제8권3호
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    • pp.1053-1064
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    • 2021
  • The objective of this research is to empirically study public servant knowledge sharing intention by implementing the Theory of Planned Behavior (TPB) of the Sustainable Development Goals (SDGs). The researcher proposes an extended TPB combined with a perceived environmental concern variable as a determinant of behavioral intention. A total of 150 questionnaires were distributed among civil society and the public sector at the district level in the Central Kalimantan Province of Indonesia. Collectively, 126 inquiries were received. A Partial Least Squares (PLS) analysis was applied to analyze and test the research model and hypothesis. The results show that all of the components of the TPB significantly influenced perceived SDG realization. The findings also partially show that knowledge sharing intention mediated the effect of attitude, perceived behavioral control, and perceived environmental concern on SDG realization. This study confirms that perspectives that affect knowledge sharing intention among public sectors could be approached based on the offered model. Hence, the local government can implement the suggestion offered in this research. The originality of this paper lies in the fact that this study discloses factors affecting knowledge sharing among public servants.

The Relationship Between Company Value and Good Financial Governance: Empirical Evidence from Indonesia

  • HARIYANI, Diyah Santi;RATNAWATI, Tri;RAHMIYATI, Nekky
    • The Journal of Asian Finance, Economics and Business
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    • 제8권7호
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    • pp.447-456
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    • 2021
  • State-Owned Enterprises (SOEs) are business entities that are owned mainly by the state. Good financial governance (GFG) is as important for SOEs as for the private sector companies. Prudence and GFG can affect the value of the company. This research aims to test the impact of macroeconomics, investment decisions, and financing decisions on prudence, Corporate Social Responsibility Disclosure (CSRD), dividend policy, and company value of SOEs registered on the IDX from 2014-2019. GFG and financing decisions are moderating variables. The population in this study is 16 SOEs listed on the Indonesia Stock Exchange from 2014-2019. The research method is quantitative and uses Partial Least Squares (PLS), which is an approach to Structural Equation Models (SEM) that allows researchers to analyze the relationships simultaneously. The results showed that macroeconomic factors, investment decisions, financing decisions, and prudence directly affect the company's value. However, CSRD and dividend policy directly do not affect the company's value. Prudence can mediate the influence of financing decisions on company value. GFG moderates the relationship between prudence and company value. Thus, GFG is key to producing compliant regulatory reports and disclosures. GFG aims at facilitating effective monitoring and efficient control of the business. Its essence lies in fairness and transparency in operations and enhanced disclosures for protecting the interest of different stakeholders.

The Influence of Digital Literacy and Demographic Characteristics on Online Shopping Intention: An Empirical Study in Palestine

  • NAZZAL, Ayman;THOYIB, Armanu;ZAIN, Djumilah;HUSSEIN, Ananda Sabil
    • The Journal of Asian Finance, Economics and Business
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    • 제8권8호
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    • pp.205-215
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    • 2021
  • The purpose of the study is to investigate the effect of digital literacy, perceived usefulness, and perceived ease of use on Internet users' online purchase intention in Palestine, as well to examine the moderating effect of Internet users' socioeconomic characteristics - age and gender on the relationships between digital literacy and online purchase intention. An extended technology acceptance model (TAM) by including digital literacy was applied in this research. The study applied a quantitative method, where 400 respondents participated in a questionnaire. The collected data was tested against the research framework using the partial least squares (SEM-PLS) method. The findings indicate that digital literacy has a significant effect on perceived usefulness, perceived ease of use, and online purchase intention; there is a significant effect of perceived usefulness on online purchase intention, but not perceived ease of use. On the other hand, socioeconomic variables demonstrate that neither age nor gender moderates the relationship between digital literacy and online purchase intention; in short, age and gender do not condition the intention of the Internet user.