• 제목/요약/키워드: Theory of perceived risk

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딥러닝을 이용한 온라인 리뷰 기반 다속성별 추천 모형 개발 (Developing the online reviews based recommender models for multi-attributes using deep learning)

  • 이륜경;정남호;홍태호
    • 한국정보시스템학회지:정보시스템연구
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    • 제28권1호
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    • pp.97-114
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    • 2019
  • Purpose The purpose of this study is to deduct the factors for explaining the economic behavior of an Internet user who provides personal information notwithstanding the concern about an invasion of privacy based on the Information Privacy Calculus Theory and Communication Privacy Management Theory. Design/methodology/approach This study made a design of the research model by integrating the factors deducted from the computation theory of information privacy with the factors deducted from the management theory of communication privacy on the basis of the Dual-Process Theory. Findings According to the empirical analysis result, this study confirmed that the Privacy Concern about forms through the Perceived Privacy Risk derived from the Disposition to value Privacy. In addition, this study confirmed that the behavior of an Internet user involved in personal information offering occurs due to the Perceived Benefits contradicting the Privacy Concern.

Perceived Risk and Intention to Use Credit Cards: A Case Study in Vietnam

  • TRINH, Nam Hoang;TRAN, Ha Hong;VUONG, Quan Duc Hoang
    • The Journal of Asian Finance, Economics and Business
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    • 제8권4호
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    • pp.949-958
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    • 2021
  • This study aims to develop a theoretical model in order to determine factors affecting consumer intention to use credit cards by combining Theory of perceived risk and Technology acceptance model. Despite of perspective of consequences in prior studies on related research fields, this study focuses on the sources of perceived risk, including transaction, payment and credit risks, which are proposed and measured in a preliminary research. A measurement model and a structural model with the presence of perceived risk in sources are tested in a formal research with data collected from 538 bank customers. An analysis results show that payment risk, usefulness, transaction risk, ease of use, and credit risk influence significantly Vietnamese consumers' intention to use credit cards in decreasing order of influence. These factors account for 64.6% of the variation in intended use. All three dimensions of perceived risk have a negative effect on the intention to use, with the total impact greater than the level of influence of the other two factors of usefulness and ease of use. These findings can be beneficial to banks in enacting policies to attract more consumers and to allocate resources for improving their credit card business.

BRA 이론과 환경 인지 이론에 기초한 신에너지 자동차 구매 의도에 영향을 미치는 요인에 관한 연구 (A Research on Influencing Factors of New Energy Vehicle Purchase Intention Based on BRA Theory and Environmental Cognitive Theory)

  • 이위가;유자양;양교
    • 한국컴퓨터정보학회:학술대회논문집
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    • 한국컴퓨터정보학회 2022년도 제66차 하계학술대회논문집 30권2호
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    • pp.693-696
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    • 2022
  • The purpose of this paper is to explore the factors affecting the purchase intention of new energy vehicles, utilizing the BRA and VAM models. Based on self-interest and altruism, a model for willingness to use new energy vehicles was developed. Through analysis with analytical tools such as SPSS and AMOS, we obtained the following conclusions: Perceived value, perceived entertainment, and environmental values all have a significant positive impact on the purchase intention of new energy vehicles; Perceived risk has a negative impact on purchase intention. By conducting this research, useful suggestions can be made for the formulation of enterprise strategies, and new directions and inspirations can be provided for enterprises.

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A Study on the Information Privacy Concerns in Social Log-in Service

  • Kim, Yujin;Lee, Hyung-Seok
    • 한국컴퓨터정보학회논문지
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    • 제27권1호
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    • pp.193-200
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    • 2022
  • 본 연구는 소셜로그인 서비스에서 프라이버시 염려를 유발하는 원인 및 이와 관련된 요인들을 분석하였다. 특히, 주인-대리인 이론을 바탕으로 지각된 정보 비대칭성, 서비스 제공자의 기회주의 우려 요인을 추출하였으며, 프라이버시 계산 이론 모델을 적용하여 프라이버시 염려와 사용의도 간의 관계를 분석하였다. 연구 결과에 따르면 지각된 정보 비대칭성은 정보 프라이버시 염려에 유의한 영향을 미치지 못했으며, 서비스 제공자의 기회주의 우려는 유의한 영향을 미치는 것으로 나타났다. 또한 정보 프라이버시 염려는 지각된 위험에 유의미한 영향을 미치는 것으로 나타났으며, 프라이버시 계산 이론에 따라 소셜로그인 서비스를 이용함으로써 발생되는 잠재적 손실보다 기대되는 이익이 클수록 사용의도가 증가하는 것을 확인하였다. 본 연구의 결과는 소셜로그인 서비스 기업들이 고객의 정보 프라이버시 보호 행동에 대해 이해하고 서비스를 개선시키는데 도움을 줄 것으로 본다.

The Impact of Japanese Electronic Products' Perceived Risk on Avoidance Intention

  • NAM, Gyu-Bin;YANG, Jae-Jang
    • 산경연구논집
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    • 제13권11호
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    • pp.47-64
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    • 2022
  • Purpose: This study's goal is to investigate how perceived risk of Japanese electronic product affect the negative emotion and the avoidance intentions. In addition, this is difference in the effect of perceived risk on negative emotions and avoidance intentions according to the presence or absence of substitutes. Research design, data and methodology: Perceived risks of Japan products are decided by four dimensions, they are economic risk, social risk, psychological risk and physical risk. The reach model is made by the theory of risk-avoid. We requested this survey to 5808 customers by panel and web site, received 559 replied. We used 528 questionnaires excluding unreliable data. For the analysis, smart PLS is used. Results: Psychological risk has influence on negative emotion and avoidance intension. Social risk and physical risk affected negative emotion, but did not directly affect avoidance intention. Economic risk affects avoidance intension, but it has no effect of negative emotion. The existence of Japanese products' substitute only effects the relationship of economic risk and avoidance intention. Conclusions: Korean consumers behavior their buying and using of Japan product as financial benefit and satisfaction, not only risk. It is suggested that Korean company should make and develop unique product with good price.

정보유출의도에 대한 영향요인: 일반 억제 이론 및 합리적 선택 이론을 기반으로 (Factors Affecting Information Breach Intention: Based on General Deterrence Theory and Rational Choice Theory)

  • 김준영;김태성
    • 정보보호학회논문지
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    • 제27권6호
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    • pp.1507-1517
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    • 2017
  • 일반적으로 정보유출사건은 외부 해커에 의해 발생된다고 생각되지만 내부자에 의한 직간접적인 정보유출사건이 더 많고 전체 유출비중의 과반 수 이상을 차지하기 때문에 내부자 유출에 대한 대비가 필요하다. 본 연구에서는 일반 억제 이론과 합리적 선택 이론을 기반으로 교통심리학 분야에서 연구되었던 행동결정요인인 위험감수성과 상황불안을 통합해 연구모델을 구성하고 설문조사를 통해 실증분석 하였다. 분석 결과, 위험감수성이 지각된 처벌의 심각성 및 확실성에 미치는 영향은 통계적으로 유의미하지 않았으나, 지각된 이익, 상황불안, 지각된 처벌의 심각성 및 확실성은 정보유출의도에 영향을 주는 것으로 확인되었다.

The Impact of Crisis Responsibility and Risk Perception on Communication Behavior Intention in SNS: Dual Processing Theory

  • Lee, Eun Mi
    • Asia Marketing Journal
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    • 제19권4호
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    • pp.1-14
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    • 2018
  • Social networking service(SNS) helps users manage, share and delivery a vast information as a communication tool. When users read crisis news in SNS, they communicate the information with others by considering not only their belief (i.e., cognitive risk perception) but also emotion (i.e., affective risk perception). However, few researches have been interested in the construct of communication behaviors of crisis in SNS. This study aimed to explore the role of risk perception (cognitive and affective risk perception) between crisis responsibility and communication behavior through dual processing theory. As a result of the empirical analysis, crisis responsibility had a positive effect on cognitive risk perception and affective risk perception. In addition, cognitive risk perception had no significant effect on communication behavior whereas affective risk perception had influence on communication behavior positively. Thus, our findings may predict that the affective risk perception through crisis responsibility is more potentially important to communication behavior such as sharing information rather than cognitive risk perception. The results give insightful ideas why marketer should reduce perceived emotion caused by risk to strengthen prospective SNS users understanding of communication behavior intention.

What are the Individual's Real Cares to Switch Personal Cloud Services?

  • Luo, Weiyi;Lee, Young-Chan
    • 한국정보시스템학회지:정보시스템연구
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    • 제23권2호
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    • pp.109-137
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    • 2014
  • As the fast development of information technology (IT), abundant attractive alternatives have showed up and challenged to the traditional information technology (IT). Cloud services, the hottest representative among these alternatives, has attracted the attention from all walks of life. Considering the diversity of cloud services, this study attempts to find out the important factors affected on individual's switching intention from incumbent IT to cloud services mainly based on two-factor theory (switching enablers and switching inhibitors) and explore the direct influences of these factors on individual's switching intention. According to our findings, individual's switching intention to cloud services is not only positively influenced by switching enablers but also negatively influenced by switching inhibitors. All the switching enablers in this study (perceived omnipresence, perceived collaboration support and perceived compatibility of cloud services) have positively significant influences on individual's switching intention as well as the switching inhibitors (usage habit of incumbent IT and perceived risk of cloud services) have negatively significant influences on individual's switching intention. It's noteworthy that satisfaction of incumbent IT has insignificant influence on individual's switching intention in this study. Moreover, as we expected, both social influence and personal innovativeness have significant influences on the generation of individual's switching intention.

Perceived Risk of COVID-19 Pandemic, Distribution of Burnout Resources, and Employees' Job

  • CAO, Tri Minh
    • 유통과학연구
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    • 제20권6호
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    • pp.33-41
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    • 2022
  • Purpose: This article presents the relationship among the perceived risk of the COVID-19 pandemic, burnout, job insecurity, and employees' job performance in Vietnam. Research design, data, and methodology: The dataset included 310 samples from Vietnamese employees through the internet (Gmail, Facebook, Google form). PLS-SEM is used on Smart-PLS software. Results: Research results show that the perceived risk of COVID-19 has a positive impact on job performance and burnout. At the same time, job insecurity positively impacts burnout and has a negative impact on job performance. The distribution of resources to many jobs (both working and worrying about losing jobs) will reduce job performance. Furthermore, the study shows that workers exposed to COVID-19 risks have higher job performance. At the same time, burnout is not a factor that reduces employees' job performance. Finally, the perceived risk of COVID-19 and job insecurity have nothing to do with each other (perceived risk of COVID-19 does not affect job insecurity). These are two factors that exist independently and in parallel. Conclusions: The authors also suggest some implications in theory and practice from these research results. The implications will reduce anxiety about risks due to COVID-19 and job security for employees.

Offline Shopping During the COVID-19 Pandemic: Between Need and Fear

  • USMAN, Hardius;PROJO, Nucke Widowati Kusumo;CHAIRY, Chairy
    • 4차산업연구
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    • 제2권2호
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    • pp.25-37
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    • 2022
  • Purpose - The purposes of this research are: (1) Building and testing a research model that integrates Theory of Reasoned Action (TRA) with fear, perceived risk, and health protocols; (2) Examining the impact of compliance with health protocols on consumer behavior when offline shopping. Research design, data, and methodology - The data collection uses the self-administered survey method, and the questionnaire is distributed online. A total of 504 Indonesian population aged 18 years old or more participate in this research. Data are analyzed using factor analysis, multiple regression, and multiple regression with interaction. Result - This study reveals several findings: (1) Attitude and subjective norm have a significant effect on offline shopping behavior; (2) fear has a direct and indirect effect on offline shopping behavior; (3) the effect of perceived risk on the intensity of offline shopping is determined by compliance with health protocols. Conclusion - This paper discusses the direct influence of attitudes and subjective norms on behavior. This research also integrates fear, perceived risk, and health protocol factors in TRA, which may not have been done much, especially in the COVID-19 pandemic context.