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

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Factors affecting adoption of Internet Banking: A case study from India

  • Malhotra, Pooja;Kassim, Normalini Md;Ramayah, T.
    • 아태비즈니스연구
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    • 제5권2호
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    • pp.13-24
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    • 2014
  • The objective of this research is to find out the factors affecting adoption of Internet banking in India. The data is based upon a survey of 150 bank customers using a convenience sampling technique with the aid of a structured self-administered questionnaire. The research model was analyzed using Partial Least Squares (PLS) analysis. The recommended procedures have been tested which is measurement model and structural model. Perceived Usefulness, Perceived Ease of Use, Perceived Risk, Image, Results Demonstrability, Perceived Behavioral Control and Subjective Norm were influence intention to use Internet banking. However, Perceived Ease of Use, Perceived Credibility and Computer Self Efficacy were not influence intention to use Internet banking. The findings of this study are expected to be of great use to the bank marketers. An understanding of the factors identified in this study allows bank managers to direct efforts and resources in the most effective and efficient way to increase bank business in the long run and encourage their bank customer's to adopt Internet banking. Moreover, this paper contributes to the empirical literature of diffusion of financial innovations, particularly Internet banking in a developing country, such as India.

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제품/서비스 혁신과 제품/서비스 프로세스간의 관계에 대한 이해: 고객/공급자 네트워크의 조절효과를 중심으로 (Understanding the Relationships between Product/Service Innovation and Product/Service Processes: The Moderating Role of Customer and Supplier Network)

  • 정태석;임명성
    • 디지털융복합연구
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    • 제10권11호
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    • pp.673-680
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    • 2012
  • 본 연구의 목적은 제품/서비스 개발 과정에 있어서 공급자와 고객이 언제 어떻게 참여해야 하는가는 실증적으로 규명하는 것이다. 이를 통해 이들을 어떻게 그리고 언제 참여시키는 것이 효과적인지에 대한 함의를 제시할 수 있다. 분석결과 높은 고객 참여는 전략설계와 제품/서비스 혁신간의 관계를 조절하는 것으로 나타났다. 이는 제품 개발 초기에 고객이 참여할 경우 혁신성과를 높일 수 있다는 것을 의미한다. 반대로 평가개선 단계에서 고객의 높은 참여는 제품/서비스 혁신에 유의한 영향을 미치지 않는 것으로 나타났다. 이는 평가개선 단계에서는 고객의 아이디어보다는 제품/서비스를 실현할 수 있는 전문지식이 더 요구됨을 나타낸다.

Liquid Chromatography-Mass Spectrometry-Based Chemotaxonomic Classification of Aspergillus spp. and Evaluation of the Biological Activity of Its Unique Metabolite, Neosartorin

  • Lee, Mee Youn;Park, Hye Min;Son, Gun Hee;Lee, Choong Hwan
    • Journal of Microbiology and Biotechnology
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    • 제23권7호
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    • pp.932-941
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    • 2013
  • This work aimed to classify Aspergillus (8 species, 28 strains) by using a secondary metabolite profile-based chemotaxonomic classification technique. Secondary metabolites were analyzed by liquid chromatography ion-trap mass spectrometry (LC-IT-MS) and multivariate statistical analysis. Most strains were generally well separated from each section. A. lentulus was discriminated from the other seven species (A. fumigatus, A. fennelliae, A. niger, A. kawachii, A. flavus, A. oryzae, and A. sojae) with partial least-squares discriminate analysis (PLS-DA) with five discriminate metabolites, including 4,6-dihydroxymellein, fumigatin, 5,8-dihydroxy-9-octadecenoic acid, cyclopiazonic acid, and neosartorin. Among them, neosartorin was identified as an A. lentulus-specific compound that showed anticancer activity, as well as antibacterial effects on Staphylococcus epidermidis. This study showed that metabolite-based chemotaxonomic classification is an effective tool for the classification of Aspergillus spp. with species-specific activity.

Negative Emotions and Coping Behaviors of Passenger in the Airline Industry, Vietnam

  • HOANG, Canh Chi
    • The Journal of Asian Finance, Economics and Business
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    • 제7권10호
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    • pp.865-874
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    • 2020
  • In Vietnam, the airline service sector plays an important economic role. However, it is a complicated industry that is open to failures. Negative emotions are an essential variable for the airline service industry because they can trigger a variety of coping behaviors that affect consumer loyalty as well as the image and reputation of the airline service providers. However, negative emotions and the accompanying coping behaviors are often investigated partially or as separate issues, thus leading to an incomplete understanding. This study is conducted to fill this gap by proposing and testing the causal relationship between negative emotions (anger, frustration, regret) and coping behaviors (complaint, negative word-of-mouth (WOM), and switching intention) in the context of the airline industry. Eight research hypotheses are tested. Using the partial least squares structural equation modeling (PLS-SEM) on a sample of 587 passengers in Vietnam, the empirical results show that anger and frustration influence complaints, negative WOM, and switching intention, while regret leads to switching intention and negative WOM. Thus, the research has important academic and practical implications. The empirical outcome could be of major importance for airline companies in planning to provide new services and achieve high performance in the long run.

Determining Adventure Tourist Loyalty: Mediating Role of Tourist Satisfaction and Quality of Life

  • ROHMAN, Fatchur
    • The Journal of Asian Finance, Economics and Business
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    • 제7권10호
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    • pp.255-265
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    • 2020
  • This study aims to test the interrelationship among perceived value, tourist satisfaction, quality of life, and tourist loyalty in an Indonesian tourist adventure destination. The respondents were recruited from Bromo Mountain, East-Java Province, Indonesia. For this study, 250 questionnaires were distributed, of which 240 could be used for analysis, yielding a response rate of 96%. Data was analyzed using Partial Least Squares with smartPLS 3 software. Both outer model and inner model evaluation were conducted to ensure the robustness of the proposed model. The findings showed that perceived value does not have a direct significant effect on tourist loyalty. However, tourist satisfaction and quality of life have significant effects on tourist loyalty. The mediating effect test indicated that tourist satisfaction and quality of life significantly mediated the effect of perceived value on tourist loyalty. The multi-group analysis test found that the demographic factor does not have any influence. By accomplishing its research objectives, this study provides both theoretical and practical contributions. From a theoretical standpoint, this study provides a comprehensive conceptual model in explaining Indonesia adventure tourist loyalty. From a practical standpoint, this study offers recommendations to adventure tourism management to enhance the sustainability of the tourism destination, especially the adventure tourism destination.

근적외선 분광분석법을 이용한 생약의 원산지 판별 (Discrimination of Herbal Medicine According to Geographical Origin (Korea, China) Using Near Infrared Reflectance Spectroscopy)

  • 우영아;조창희;김효진;조정환;조경규;정승성;김수정;김중환
    • 약학회지
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    • 제42권4호
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    • pp.359-363
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    • 1998
  • Near infrared reflectance spectroscopy (NIRS) was applied for discrimination according to geographical origin (Korea, China) of herb drugs. Herbal medicine has an important role in clinical therapy in Asian countries such as Korea and China. The objective of this study is to provide a convenient and accurate method to determinate geographical origin (Korea, China) of herbal medicine for quality control whose quality is generally different according to geographical origin. A rapid, nondestructive and accurate discrimination was achieved by NIRS. Second derivative spectra of herb drugs were subjected to discriminant analysis. Herbal medicine drugs such as Cassia Semen, Ganoderma and Smilacis Rhizoma was discriminated accurately according to geographical origin using PLS regression method.

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OIQ와 CIO의 경영자 역할이 정보시스템의 전략적 활용에 미치는 영향 연구 (A Study on the Effects of Organizational Intelligence Quotient and CIO's Management Roles on Strategic Application of Information Systems)

  • 김한성;채명신
    • 한국정보시스템학회지:정보시스템연구
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    • 제17권3호
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    • pp.255-287
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    • 2008
  • This study examined the relationship among constructs that impact on strategic use of IS(Information Systems). Independent variables were OIQ(Organizational Intelligence Quotient) and role of CIO(Chief of Information Officer) as a top manager, and dependent variable are strategic use of IS. The dependent variable has three-sub constructs: 1) IT infrastructure flexibility; 2) operation-orientation; and 3) market-orientation. Seven research hypotheses derived from the research model, and were empirically tested using the PLS (Partial Least Squares) method. The research results confirmed that both OIQ and CIO's roles have strong impact on organizations' strategic use of IS. Communication and business network among the sub-constructs of OIQ have effect on strategic use of IS. CIO's role as a top manager was found to be significant. CIO's role as a resource allocator and innovator among the CIO's roles showed significant influence on strategic use of IS. OIQ was also significantly related to CIO's role as a top manager. This study suggests practical implications and insights to the enterprises which aim to apply IT strategically.

세 가지 방식의 근적외선 분광분석기를 이용한 글루코오스 수용액의 측정 (Aqueous Glucose Solution Measurement by Three Types NIR Spectrometer)

  • 백주현;강나루;우영아;김효진
    • 약학회지
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    • 제47권6호
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    • pp.461-468
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    • 2003
  • A method is described for measuring clinically relevant levels of glucose in a pH 7.4 phosphate buffer by nearinfrared (NIR) absorption spectroscopy. Three types of NIR spectrometer, dispersive type, photo-diode array (PDA) type, and fourier transform (FT) type spectrometer were used and the performance was compared. Spectra were collected with a cuvette cell or quartz liquid fiber of 1 mm or 2 mm optical pathlength as transmittance method. Glucose absorption band appeared at second overtone, first overtone, and combination region for all systems. By use of the multivariate technigue of partial least squares (PLS) regression, glucose concentrations can be determined with a 16, 44, and 9.1 mg/d l standard error of prediction for dispersive type, photo-diode array type, and fourier transform type system, respectively. Sensitivity of spectrometer was evaluated by absorbance for the difference of 10 mg/d l glucose. Three absorption bands, second overtone, first overtone, and combination region were suited to three types systems, dispersive type, photo-diode array type, and fourier transform type systems, respectively. This investigation showed that three types NIR spectrometer were proper method for identification and quantitative analysis of glucose and possible for noninvasive blood glucose monitoring.

O2O 서비스의 사용의도에 영향을 미치는 요인에 관한 연구 (A Study on the Factors Affecting the Intention to Use O2O Services)

  • 정유진;송용욱
    • 한국IT서비스학회지
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    • 제15권4호
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    • pp.125-151
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    • 2016
  • In recent years, O2O (Online to Offline) services get a lot of attention to improve the trust in online shopping and minimize the inconvenience and the cost burden in offline shopping as the number of consumers, who do not show concern about the purchase platform like online or offline, increases. Even though the services have been getting the spotlight as a strong business platform for next generation commerce, there have been only a few studies on the O2O services. The purpose of this research is to investigate the factors which affect the consumer's intention to use location-based O2O services. The study is based on VAM (Value-based Adoption Model) which is able to analyze those factors from the aspects of benefit and sacrifice. We used the partial least squares (PLS) method for empirical analysis, and the result shows that contextual offers, instant connectivity, webrooming and economic efficiency, which fall under the benefit, affect perceived value positively while annoyance and face consciousness, which fall under the sacrifice, do not affect perceived value significantly. In addition, contextual offers and instant connectivity affect trust positively. Location accuracy, which falls under the benefit of location-based O2O service, do not significantly affect perceived value and trust while security risk affects trust and use intention negatively. It appears that trust affects perceived value and use intention positively.

옴니채널 환경에서 소비자의 자기결정 동기와 서비스품질이 옴니채널 서비스 구매의도에 미치는 영향 (Effects of Consumer Self-Determination Motivation and Service Quality on Purchase Intention of Omni-Channel Service in Omni-Channel Environment)

  • 박준용;김지수;김보영
    • 한국IT서비스학회지
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    • 제18권4호
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    • pp.23-38
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    • 2019
  • With the development of information and communication technology, logistics distribution systems and services have been improved, new types of services have been provided, and consumption patterns in consumer markets have also changed. In the domestic distribution market, the development of ICT technology, the spread of smart devices, and the growth of the e-commerce market have led to Omni-channel, a service that integrates offline channels and online channels. Omni-channel service aims to provide consumers with consistent and convenient service by integrating offline and online domain into one. Consumers can get integrated service on and offline. In this study, consumers' intention to use Omni-channel was examined by Self Determination Theory and SERVQUAL. The survey was conducted on Omni-channel user and the research model was composed of 2nd order factor model considering the characteristics of Omni-channel which provides integrated service based on the prior literature and PLS-SEM (partial least squares structural equation modeling).