• Knowledge Management Research
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• v.19 no.1
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• pp.97-118
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• 2018

The finance-investment industry is currently focusing on research related to artificial intelligence and big data, moving beyond conventional theories of financial engineering. However, the case of equity optimization portfolio by using an artificial intelligence, big data, and its performance is rarely realized in practice. Thus, the purpose of this study is to propose process improvements in equity selection, information analysis, and portfolio composition, and lastly an improvement in portfolio returns, with the case of an equity optimization model based on quantitative research by an artificial intelligence. This paper is an empirical study of the portfolio based on an artificial intelligence technology of "D" asset management, which is the largest domestic active-quant-fiduciary management in accordance with the purpose of this paper. This study will apply artificial intelligence to finance, analyzing financial and demand-supply information and automating factor-selection and weight of equity through machine learning based on the artificial neural network. Also, the learning the process for the composition of portfolio optimization and its performance by applying genetic algorithms to models will be documented. This study posits a model that the asset management industry can achieve, with continuous and stable excess performance, low costs and high efficiency in the process of investment.

• The Journal of Asian Finance, Economics and Business
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• v.7 no.8
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• pp.371-381
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• 2020

The objectives of this study are (1) to review previous studies in the context of brand management in consumer behaviors using costumer based brand equity (CBBE) and theory of planned behavior (TPB) as the basic foundation of the study; and (2) to develop a comprehensive research model by integrating relevant research constructs using meta-analysis. This study reviewed a total 173 studies from 58 published papers with 40 journals during 1991~2014 and developed a comprehensive framework with 16 research hypotheses. The results showed that (1) brand image, brand personality, brand association, and subjective norm are the important antecedents of brand attitudes; (2) brand awareness, brand trust, perceived quality, and perceived behavioral control are the important antecedents of brand loyalty; (3) brand attitude positively influences brand loyalty, which further influences brand equity; and (4) brand equity positively influences behavioral intention. This study fills in the research gap by integrating more research variables into CBBE model, particularly to include the influence of social context on consumer behavior through TPB. These results indicated that the integration between CBBE and TPB is meaningful and the comprehensive model can explain more variances than that of the individual model. Limitations, and recommendations for future research in this area are provided.

• Asia-Pacific Journal of Business
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• v.3 no.1
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• pp.17-28
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• 2012

Very few studies have been done on Studying Brand credibility and Involvement as a determinant of Brand Equity. Literature on Brand Equity signifies lots of constructs like, Country of Origin, Brand Signaling, and Brand Power act as determinant to Brand Equity. This study tries to formulate relationship between the construct Brand Credibility and Brand Involvement as Antecedents to Brand Equity of Product. Using a Two Step Structural Equation Modelling approach analysis on the data collected on Mobile Phone brands were done. Result signified that Brand Credibility and Brand Involvement had significant influence on Brand Equity of the Product. On the Other hand there was no significant relationship between Brand Credibility and Brand Involvement of the Product.

• The Research Journal of the Costume Culture
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• v.13 no.1
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• pp.174-187
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• 2005

Recently the issue of brand equity has emerged as one of the most critical areas for fashion marketing management. Despite strong interest in the subject, there is little evidence of how brand equity is created by marketing mix elements and what their effects are. This study explores the influences of marketing mix elements on the brand equity of apparel products. Based on a literature review, a conceptual model for the quality, design, price, advertisements, and brand leadership on consumer's view on brand equity through brand identification and brand values was formulated and tested. For comparative purposes, two basic casual brands are tested, one is Polo and the other is Giodano. The subjects were Korean .50 college women living in Seoul and Daejeon. Results showed that brand equity of casual brand is affected by quality, brand leadership, design, price, advertisements. Therefore marketers should develop the core element to position its brand strategy to create competitive advantages.

• Management & Information Systems Review
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• v.25
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• pp.115-142
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• 2008

Much attention has been devoted recently to the concept of brand equity. The Definition of brand equity is the added value with which a brand endows a product. From a consumer's perspective, this added value can be viewed in terms of enhancing a consumer's ability to interpret and store large amounts of information about a product. Online, several different approaches are also need to enhance brand equity of website. Noteworthy, significant research has not been conducted on the effectiveness of experiences in websites. As such, several researchers are discussing mainly as strategic alternatives that websites can use to build brand equity. This article explores the roles of many online brand experience variable like attention, arousal, telepresence, and flow on brand equity factors. And findings show that these kinds of experiences variable can be major factors that lead the better brand association, strong brand loyalty and brand equity.

• Asia-Pacific Journal of Business
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• v.14 no.4
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• pp.23-36
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• 2023

Purpose - This study investigates the impact of equity financing on the valuation of R&D investments using a sample of firms from 33 countries from 1997 to 2018. Design/methodology/approach - I use a modified version of the valuation regression widely used in the literature. Findings - I find evidence that R&D investments are more highly valued when financed through equity. In contrast, debt financing does not affect the valuation of R&D investments. I also document that the impact of equity financing on R&D investment valuation weakens during the financial crisis. Research implications or Originality - In light of the distinctive characteristics of innovative investment, previous research investigates its relationship with financing. What remains unexamined, however, is how financing choices impact the way investors value innovative investments. This study seeks to bridge this gap in the existing body of research using a sample of firms from 33 countries from 1997 to 2018, for 22 years.

• Journal of the Korean Operations Research and Management Science Society
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• v.35 no.3
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• pp.1-24
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• 2010

As the Internet is explosively growing and the market is rapidly globalized, many entrepreneurs have been given an impetus to take on the function of the intermediation between providers and customers. Organizations performing the mediating roles in the cyberspace are termed 'cybermediary' and often called 'Openmarket' as a kind of transactional cybermediary in Korea. Despite sustainable growth of Openmarket, customer complaints and damages are increasing because of absence of recovery standards after a service failure. Therefore, it is important that a service provider converts dissatisfied customers to advocates for the growth of the Openmarket. This study aims to examine the role of recovery of the service failures for the Openmarket by proposing a relationship between complaint handling and continuance based on the equity theory. From the empirical results, we found that interactional equity had significant effects on both overall service satisfaction and recovery satisfaction, while procedural equity significantly influenced only recovery satisfaction. Recovery satisfaction also had an impact on overall service satisfaction and each satisfaction factor was positively related to continuance intention.

• Journal of Wellbeing Management and Applied Psychology
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• v.7 no.1
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• pp.9-16
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• 2024

Purpose: This study explores the factors affecting purchase intention of smartphones among millennials. The study incorporates factors of brand equity, specifically brand awareness, brand loyalty, perceived quality and their mediation effect in purchase intention. Research design, data, and methodology: This study evaluates the role of brand equity factors in influencing purchase intentions by using structural equation modeling to analyze 197 respondents. Results: The findings indicate that brand loyalty, followed by brand awareness, and perceived quality are significant factors in determining customer purchase intention. Further, brand loyalty mediates the relationship between perceived quality and purchase intention, as well as between brand awareness and purchase intention significantly. Additionally, perceived quality mediates the relationship between brand awareness and purchase intention significantly. Finally, the serial mediation of perceived quality and brand loyalty significantly affects the relationship between brand awareness and purchase intention. Conclusions: This research has provided valuable insights into the relationship between brand equity and purchase intention among millennials supporting the Aaker's Model. Useful theoretical and managerial implications also have been provided.

• Culinary science and hospitality research
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• v.16 no.2
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• pp.64-76
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• 2010

This research presented research objective on service recovery equity and related scientific purpose and a practical view based on actual problems and needs of hotel restaurant service management, deriving following research results. First, through considering previous research related to service recovery equity, theoretical system on segmentation of customer appraisal through business situation variables and recovery equity are presented. Second, in the enlarged meaning of existing recovery equity and related previous research, relationship was examined closely through an analysis of new causal relationship on recovery equity and research on relationship between recovery equity and customer appraisal. Third, the effect of service recovery equity affecting consequences on satisfaction and the intention of action were analyzed through customer appraisal and examined the relationship between service recovery equity and customer attitude. In this research, implications on future scientific and practical views based on the results are as follows. Not only the necessity of further research on the general service industry but also research on customer appraisal systems were suggested by offering parameters segmented from service recovery through customer satisfaction and intention of action for customer appraisal.

• Fashion & Textile Research Journal
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• v.15 no.1
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• pp.103-115
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• 2013

This study identifies how the luxury brand marketing mix affects customer equity drivers and suggests intangible equity management strategies so that companies can make long-term profits through luxury brands based on empirical studies of Korean luxury consumers. The results of the study are as follows: First, this study classified the properties that use 8 key factors (product integrity, heritage, exclusivity, premium image, environment and consumption experience, premium price, luxury communication strategy, and brand signature). Second, it shows that product integrity and luxury communication strategy have a positive effect on all customer equity drivers, that brand signature has a positive effect on value equity and brand equity, and that premium price has a negative effect on relation equity. It is important to provide products and services equipped with high quality and luxurious designs based on excellent craftsmanship in order to establish brand equity and value equity. Brand identity needs to be maintained and unique brand signatures need to be developed based on the long history of luxury brands against a traditional backdrop. A diversified communication strategy improves brand recognition while playing a part in facilitating brand association and brand image. In order to improve relationship equity, actions such as a loyalty program to strengthen brand loyalty, need to be taken as well as measures to maintain and enhance customer trust through a reasonable price strategy.