• Title/Summary/Keyword: business impact analysis

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A Study on the Users Intention to Adopt an Intelligent Service: Focusing on the Factors Affecting the Perceived Necessity of Conversational A.I. Service (인공지능 서비스의 사용자 수용 의도에 관한 연구 : 대화형 AI서비스 필요성에 대한 인식에 영향을 주는 요인을 중심으로)

  • Jeon, Sowon;Lee, Jihee;Lee, Jongtae
    • Journal of Korea Technology Innovation Society
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    • v.22 no.2
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    • pp.242-264
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    • 2019
  • This study focuses on considering the factors affecting the user intention to adopt an intelligent service - A.I. speaker services. Currently there can be a considerable difference between the expectation and the realized diffusion of IT-based intelligent services. This study aims to find out this gap based on the idea of diver previous researches including TAM and UTAUT studies and to identify the direct and indirect effects of diverse factors such as security issues, perceived time pressure, service innovativeness, and the experience of these IT-based intelligent services. And this study considers the expected impact of perceived time pressure factor on the user acceptance of A.I. speaker services. In analysis results, not only the traditional factors such as the perceived usefulness and the hedonic/utilitarian motives but also the perceived time pressure, the perceived security issues, and the experience of the services should be considered as meaningful factors to affect the users adopting A.I. speaker services.

A Preliminary Discussion on Policy Decision Making of AI in The Fourth Industrial Revolution (4차 산업혁명시대 인공지능 정책의사결정에 대한 탐색적 논의)

  • Seo, Hyung-Jun
    • Informatization Policy
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    • v.26 no.3
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    • pp.3-35
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    • 2019
  • In the fourth industrial revolution age, because of advance in the intelligence information technologies, the various roles of AI have attracted public attention. Starting with Google's Alphago, AI is now no longer a fantasized technology but a real one that can bring ripple effect in entire society. Already, AI has performed well in the medical service, legal service, and the private sector's business decision making. This study conducted an exploratory analysis on the possibilities and issues of AI-driven policy decision making in the public sector. The three research purposes are i) could AI make a policy decision in public sector?; ii) how different is AI-driven policy decision making compared to the existing methods of decision making?; and iii) what issues would be revealed by AI's policy decision making? AI-driven policy decision making is differentiated from the traditional ways of decision making in that the former is represented by rationality based on sufficient amount of information and alternatives, increased transparency and trust, more objective views for policy issues, and faster decision making process. However, there are several controversial issues regarding superiority of AI, ethics, accountability, changes in democracy, substitution of human labor in the public sector, and data usage problems for AI. Since the adoption of AI for policy decision making will be soon realized, it is necessary to take an integrative approach, considering both the positive and adverse effects, to minimize social impact.

The impact of suitability between competitive strategy and organizational culture on performance by balanced scorecard perspective (경쟁전략과 조직문화의 적합성이 균형성과표 관점별 성과에 미치는 영향)

  • Choi, Won-Ju
    • Management & Information Systems Review
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    • v.38 no.2
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    • pp.105-118
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    • 2019
  • In order for a strategy established by a company to be implemented efficiently, it must be supported by an appropriate organizational culture. This means that if a firm has an organizational culture suitable for strategy implementation, performance can be enhanced. This study divides competitive strategy into cost leadership strategy and product differentiation strategy, and organizational culture into hierarchical/rational culture and consensual/development culture. Based on 122 questionnaires collected through KOSPI listed manufacturing companies, the results of the empirical analysis on the effect of suitability between competitive strategy and organizational culture on performance by balanced scorecard perspective are summarized as follows. First, it shows that the cost leadership strategy and the hierarchical/rational culture are more fit. Specifically, The high suitability between the cost leadership strategy and the hierarchical/rational culture has a positive effect on the performance of the balanced scorecard perspective(excluding performance by learning and growth perspective). Second, The high suitability between the product differentiation strategy and the consensual/development culture has a positive effect on the performance of the balanced scorecard perspective. The results of this study suggest that it is important to form a corporate culture that can lead to changes in the beliefs and behaviors of organizational members in accordance with the competitive strategy in order to successfully implement the strategies established by the company.

A Study on the Structural Relationship of Experience Characteristics, Value and Expectations, Purchase Intention in Cosmetic Brand Store -Focusing on the Moderating Effects of Gender- (화장품 브랜드 매장 체험특성, 가치와 기대, 구매의도의 구조적 관계에 관한 연구 -성별의 조절효과를 중심으로-)

  • Lee, Sun-Joo;Jeong, Yun-Hee
    • Management & Information Systems Review
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    • v.38 no.3
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    • pp.227-243
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    • 2019
  • The purpose of this study was to examine the influence of experience characteristics of cosmetics brand stores on purchase intention through brand value and product in-store expectations. In addition, by identifying the effects of gender regulation, the study aimed to supplement theoretical studies and to provide practical implications on the experience of cosmetics brand stores. First, we presented educational experiences, aesthetic experiences, and playful experiences as experience characteristics in stores. And we assumed the effect of these experience characteristics on the brand value and the expectation of the product in the store, and the effect of the brand value and the expectation on the purchase intention of the product in the store. 279 data were collected from consumers who had visited cosmetics brand stores, and we analyzed them using structural equation analysis. As a result, both experience characteristics have positive effects on brand value and in-store product expectations, and brand value has positive effects on expectations. In addition, brand value and in-store product expectations have a positive effect on in-store product purchase intention. In moderating effects of gender, the effect of playful experience on brand value is greater in male group, and the impact of educational and aesthetic experience on product expectations is greater in female group. These results contribute to the theoretical expansion of experience research on cosmetic brand stores, and provide strategic implications for experience marketing of cosmetic stores.

The Impacts of the Service Quality of Coffee Shop Adapting the CoffeeSERV on Customer's Perceived Value, Customer Satisfaction, Behavioral Intention: Focusing on Regulatory Focus Theory (CoffeeSERV측정모형을 활용한 커피전문점 서비스품질의 가치지각, 고객만족, 행동의도의 영향관계 연구: 조절초점동기의 조절효과를 중심으로)

  • KANG, Hwa-Seok
    • The Korean Journal of Franchise Management
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    • v.10 no.3
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    • pp.37-52
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    • 2019
  • Purpose - This study examined the relationship between service quality, perceived value, customer satisfaction and behavioral intention of coffee shop using CoffeeSERV scale. In this model, CoffeeSERV scale consists of fundamental characteristics, physical environment, confidence, beverage characteristics, and representation factors. In particular, this study tried to demonstrate the moderating effect of customer's regulatory focus orientation among in the relationships between service quality, perceived value, customer satisfaction and behavioral intention. Research design, data, and methodology - This study intends to expand the existing service quality research by using the coffee shop service quality measurement tool developed by domestic researchers. I wanted to find some implications for the trend. In particular, this study applied the regulatory focus theory to identify individual differences of customers regulatory focusing motivation. In order to verify several hypotheses, the data were 227 college students and analyzed with SPSS/PC 21.0 and SmartPLS 3 program. The moderating role of customer's regulatory focusing motivation was tested using multi-group analysis with SmartPLS 3 program. Results - The resutls are as follows. First, the fundamental characteristic factors only had a significant influence on the utilitarian value perception, but in the hedonic value perception, all other service factors except for the beverage characteristic had a statistically significant effect. Second, utilitarian and hedonic value had significant effects on customer satisfaction. Third, customer satisfaction had a significant effect on behavioral intention. Finally, the regulatory focus orientation played a moderating role in the relationship between beverage characteristic - utilitarian value, representation - utilitarian value, fundamental characteristic - hedonic value, physical environment - hedonic value, confidence - hedonic value, and utilitarian value - behavioral intention. Conclusions - The results of this study show that the various service quality factors that make up the CoffeeSERV scale have different effects on utilitarian and hedonic value. This means that perceived benefits from product and service experience have different impacts on the customer's experience. Therefore, marketers should identify the impacts of service quality dimension that customers who use coffee shops consider important, understand the impact process of these quality factors on experience value, customer satisfaction, and behavioral intention, and allocate limited marketing budget. The results also show that it is possible to establish differentiatied response strategies using customer's regulatory focus orientation to find ways to enhance utlitarian and hedonic value, customer satisfaction, and behavioral intention using various Coffeeshop service quality factors. At the end of this paper, some limitations and future research directions were suggested.

An Empirical Study on the Impact of China's One Belt and One Road Initiative on Asian Countries and North Korean Economy in the Aspect of Digital Transformation of the 4th Industrial Revolution (4차 산업혁명의 디지털 트랜스포메이션 측면에서 중국의 일대일로 구상이 아시아 국가와 북한 경제에 미치는 영향의 실증 연구)

  • Park, Chul-Soo
    • Knowledge Management Research
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    • v.21 no.4
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    • pp.59-88
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    • 2020
  • This study is to examine the influence of Asian countries on the economic field, and to explain the characteristics and purposes of China's Belt and Road Initiative using data analysis. The purpose of this study is to identify and analyze the influence and characteristics of China's One-to-One Road Initiative on the economic sector by examining trade and investment in Asian countries adjacent to China. In particular, the One-to-One Road initiative is proceeding in a way that connects China and neighboring countries. It is to understand the dependence of the Asian countries in China on the Chinese economy. In addition, it is intended to derive implications by grasping and evaluating what the level is based on data. This study also attempts to grasp the influence and ripple effects of the one-on-one strategy on the Chinese economy and the North Korean economy, where dependence is deepening. Recently, the strategy for Asian countries through a one-to-one initiative in China has been restructured in the framework of the construction of the "21st century Maritime Silk Road" and emphasizes the cooperation mechanism led by the country. In progress of the one Belt and One Road, Chinese ICT companies are remarkable. This study looked at the influence of China's digital one Belt and One Road on Asian countries.

A Study on the Effect of Representative Competency of SMEs on Accounts Receivable Management and Management Performance (대표자역량이 중소기업 매출채권관리와 경영성과에 미치는 영향에 관한 연구)

  • Yoon, Tae-Jun;Lee, Dong-Myung
    • Journal of Digital Convergence
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    • v.19 no.1
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    • pp.107-115
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    • 2021
  • This study empirically analyzed the effect of SME representative competency on account receivable management and management performance using questionnaire data. The research model was confirmed through EFA, reliability analysis, CFA, and model fit, and the hypothesis was verified with a SEM. As a result, representative's manager competency had a positive(+) effect on account receivable management, and entrepreneurial competency had a negative(-) effect on credit control management. Account receivable management had a positive(+) effect on management performance. In the mediating test, credit sales management had a positive(+) effect but credit control management had a negative(-) effect on the effect between entrepreneurial competence and business performance. The result suggests that representative competency is an important factor and it is necessary to cultivate management competencies such as finance, utilization of management resources, and account receivables knowledge to improve management performance, and to manage account receivable based on insurance and customer credit for stable account receivable management. In the future, research on the impact of external factor such as consulting and government support and the account receivable management is required.

Sell-sumer: The New Typology of Influencers and Sales Strategy in Social Media (셀슈머(Sell-sumer)로 진화한 인플루언서의 새로운 유형과 소셜미디어에서의 세일즈 전략)

  • Shin, Hajin;Kim, Sulim;Hong, Manny;Hwang, Bom Nym;Yang, Hee-Dong
    • Knowledge Management Research
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    • v.22 no.4
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    • pp.217-235
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    • 2021
  • As 49% of the world's population uses social media platforms, communication and content sharing within social media are becoming more active than ever. In this environmental base, the one-person media market grew rapidly and formed public opinion, creating a new trend called sell-sumer. This study defined new types of influencers by product category by analyzing the subject concentration of the commercial/non-commercial keywords of influencers and the impact of the ratio of commercial postings on sales. It is hoped that influencers working within social media will be helpful to new sales strategies that are transformed into sell-sumers. The method of this study classifies influencers' commercial/non-commercial posts using Python, performs text mining using KoNLPy, and calculates similarity between FastText-based words. As a result, it has been confirmed that the higher the keyword theme concentration of the influencer's commercial posting, the higher the sales. In addition, it was confirmed through the cluster analysis that the influencer types for each product category were classified into four types and that there was a significant difference between groups according to sales. In other words, the implications of this study may suggest empirical solutions of social media sales strategies for influencers working on social media and marketers who want to use them as marketing tools.

Groundwater control measures for deep urban tunnels (도심지 대심도 터널의 지하수 변동 영향 제어 방안)

  • Jeong, Jae-Ho;Kim, Kang-Hyun;Song, Myung-Kyu;Shin, Jong-Ho
    • Journal of Korean Tunnelling and Underground Space Association
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    • v.23 no.6
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    • pp.403-421
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    • 2021
  • Most of the urban tunnels in Korea, which are represented by the 1st to 3rd subways, use the drainage tunnel by NATM. Recently, when a construction project that actively utilizes large-scale urban space is promoted, negative effects that do not conform to the existing empirical rules of urban tunnels may occur. In particular, there is a high possibility that groundwater fluctuations and hydrodynamic behavior will occur owing to the practice of tunnel technology in Korea, which has mainly applied the drainage tunnel. In order to solve the problem of the drainage tunnel, attempts are being made to control groundwater fluctuations. For this, the establishment of tunnel groundwater management standard concept and the analysis of the tunnel hydraulic behavior were performed. To prevent the problem of groundwater fluctuations caused by the construction of large-scale tunnels in urban areas, it was suggested that the conceptual transformation of the empirical technical practice, which is applied only in the underground safety impact assessment stage, to the direction of controlling the inflow in the tunnel, is required. And the relationship between the groundwater level and the inflow of the tunnel required for setting the allowable inflow when planning the tunnel was derived. The introduction of a tunnel groundwater management concept is expected to help solve problems such as groundwater fluctuations, ground settlement, depletion of groundwater resources, and decline of maintenance performance in various urban deep tunnel construction projects to be promoted in the future.

Effects of Dessert Cafes' Quality and Eco-Friendly Behavior on Customer Trust and Loyalty - Focused on Generation MZ (디저트카페 품질과 친환경 행동이 고객 신뢰와 충성도에 미치는 영향 : MZ 세대를 중심으로)

  • LEE, Sae-Mi;PARK, Sang-Eon;LEE, Debor
    • The Korean Journal of Franchise Management
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    • v.13 no.1
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    • pp.47-57
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    • 2022
  • Purpose: Recently, it is common to see cases where an amount similar to the cost of a meal is spent on dessert, or an amount greater than the cost of a meal is spent on dessert. The generation MZ is showing a tendency of 'value consumption' by consuming values and beliefs in consideration of the recent impact on society and the environment. Therefore, this study aims to analyze the effect of dessert cafe quality and eco-friendly behavior on customer trust and loyalty targeting the generation MZ who have visited desert cafés. This study examined the mediating role of customer trust in the relationships between desert café quality, eco-friendly behavior and customer loyalty, and also the moderating effect of and eco-friendly behavior on customer trust and customer loyalty. Research design, data, and methodology: To achieve purposes of this study, 229 data were collected from respondents who visited desert café and analyzed using measurement model (reliability test and correlation analysis), Fornell-Larcker Criterion and Heterotrait-Monotrait Ratio (HTMT) assessment, and structural equation model (PLS-SEM) with SPSS 22.0 and SmartPLS 3.3.7. Results: The research results are as follows. First, desert cafes' quality positively influenced customer trust but did not customer loyalty. Second, desert cafes' eco-friendly behavior positively influenced customer trust and customer loyalty. Fourth, the interaction term of dessert cafe quality and eco-friendly behavior did not influence customer trust and customer loyalty. Conclusions: This study emphasized the necessity of service quality and eco-friendly behavior of dessert cafes by examining the relationship between the quality of dessert cafes and eco-friendly behaviors, customer trust and loyalty. It also found the importance of the role of trust in securing loyal customers. In order to secure and retain loyal customers, the owners of dessert cafes should make effortsto improve the quality of the cafes' products and services so that customers can feel a sense of trust, and actively publicize that they are practicing eco-friendly management. As a result of this study, it is intended to provide practical implications for the management of dessert cafes by understand ing the effects of product and service quality and eco-friendly behaviors of companies to bakery industry workers and start-ups.