• 제목/요약/키워드: Continuance Data Analysis

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Structural Relationship Between the Expectation Value of YouTube Sports Content Viewers, Brand Image, Brand Attitude, and Continuance Viewing Intention

  • Byun, Kyung-Won
    • International journal of advanced smart convergence
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    • 제9권3호
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    • pp.215-220
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    • 2020
  • The purpose of this study is to analyze the structural relationship among expectation value(relational, hedonistic), brand image, brand attitude, continuance viewing intention. The survey subjects to achieve the purpose of this study were selected the 521 YouTube sports contents Viewer in the metropolitan area. Data processing was done with SPSS 23 for frequency analysis, Cronbach's α analysis. Also, AMOS 21 was used for confirmatory factor analysis and structural equation model analysis. The results of the analysis are as follows: First, both relational value and,, hedonistic value had a positive effect on the brand image. Second, both relational value and,, hedonistic value had a positive effect on the brand attitude. Third, both brand image and brand attitudee had a positive effect on the brand attitude.

The Role of ICT in Smart-work Continuance

  • Sang Soo Kim;Eun Jung Ko;Sang Yeoul Kim
    • Asia pacific journal of information systems
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    • 제28권1호
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    • pp.1-18
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    • 2018
  • Despite the increasing interest in the positive effects of smart-work, the introduction rate of domestic firms in Korea is lower than that of other developed countries. A gap also exists between the introduction of smart-work program and the actual use by workers. Thus, even if the smart-work program was introduced to firms, the actual usage rate of the program would still be lower than the introduction rate. Moreover, even if the program was initially used, evidence suggests that the usage rate tends to decrease rather than being used continuously. In this study, we intend to find out the mechanism by which the continuance intention of smart-work is formed. To achieve this objective, we established a research model based on literature on Information System (IS) continuance model and Information & Communication Technology (ICT) support. We also hypothesize that concerns about career disadvantage in the mechanism plays a negative role in the satisfaction of smart-work. To analyze the hypothesis empirically, we surveyed domestic workers who used smart-work. Our data analysis was based on 333 responses. We found that all paths were statistically significant, except for the direct effect of ICT support on perceived usefulness and the direct effect of perceived usefulness on smart-work continuance intention. The results of this study extend existing IS continuance model and suggest implications for practical smart-work implementation and improvement.

지속의도와 과거행위가 핵심 사용자의 지식공유 지속여부 및 빈도에 미치는 효과: 네이버 지식인 사례 (Influences of Continuance Intention and Past Behavior on Active Users' Knowledge Sharing Continuance and Frequency: Naver Knowledge-iN case)

  • 강민형
    • 지식경영연구
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    • 제21권3호
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    • pp.67-87
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    • 2020
  • 사용자가 컨텐츠의 소비자에 그치는 것이 아니라 생산자 역할까지 담당하는 웹 2.0 시대에는 사용자의 지속적 컨텐츠 생산이 온라인 사이트의 성공에 핵심 요소가 된다. 온라인 Q&A 사이트는 웹 2.0 트렌드의 대표적 사례로, 고품질의 지식을 반복적으로 공유하는 핵심 사용자들이 지속적으로 지식을 공유하도록 하는 것이 사이트의 성패를 결정짓는다. 본 연구는 핵심 사용자의 지식공유 지속행위를 유발하는 두가지 경로, 즉 지속의도로 대표되는 정교한 의사결정 과정(elaborate decision process)와 과거행위로 대표되는 자동화된 인지적 과정(automated cognitive process)을 제안하였다. 네이버 지식인의 핵심 사용자 337인의 주관적 의도 데이터와 객관적 온라인 행동 데이터를 수집한 뒤, 지속의도와 과거행위의 직접효과 및 둘 간의 조절효과를 검증해 보았다. 종속변수로 이전 연구에서 주로 사용되었던 지식공유 빈도를 측정하는 것과 더불어, 특정 기간 이상 답변활동이 없을 경우 지식공유를 중단한 것으로 판단하는 지식공유 지속여부를 측정하였다. 콕스비례위험 회귀분석과 음이항 회귀분석을 사용하여 지속의도와 과거행위가 지속행위의 두가지 유형에 미치는 효과를 살펴본 결과, 지식공유 지속여부에는 과거행위만 유의한 영향력을 보였으며, 지식공유 빈도에는 지속의도와 과거행위 모두 유의한 영향력을 보였다. 또한, 과거행위가 지속의도의 지식공유 빈도에 대한 영향력을 부정적으로 조절하는 것까지 확인할 수 있었다. 온라인 Q&A 사이트에서 핵심 사용자들의 지식공유 행위를 지속시키기 위해서는 꾸준한 지식공유를 통해 습관화 과정을 거치는 것이 중요하며, 지식공유 빈도를 높이고자 할 경우에는 습관화와 더불어 지식공유 지속의도를 높일 수 있는 적절한 혜택의 마련이 필요하다.

사용자제작콘텐츠(UCC) 이용자의 수용 후 행동 모델 분석 (Analysis on the Post Acceptance Behavior Model in User Created Contents(UCC))

  • 정철호;정영수
    • Journal of Information Technology Applications and Management
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    • 제17권2호
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    • pp.175-185
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    • 2010
  • The primary objective of this paper is to examine post acceptance behavior model in UCC services. Based on the relevant literature reviews, this study posits six characteristics, that is, expectation confirmation, perceived usefulness, perceived enjoyment, satisfaction, and continuance intention as key variables to describe the post acceptance behavior model in UCC services. Then we constructed a research model and hypotheses about relationship between these variables. A total 286 usable survey responses of UCC service users have been employed in the analysis. The empirical results of this study are summarized as follows. Firstly, expectation confirmation has a positive effect on the perceived usefulness, perceived enjoyment, and satisfaction. Secondly, perceived enjoyment has a positive effect on the satisfaction. Lastly, perceived usefulness, perceived enjoyment, and satisfaction have a positive effect on the continuance intention. These results will be helpful for the UCC services sector to further develop service delivery strategies for strengthening the ongoing relationship with customers. Finally, some possible limits of the present research and future directions for such research were discussed.

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불확실성 회피성향이 수용 후 행동에 미치는 영향: 모바일 인터넷 서비스를 중심으로 (An Empirical Study of the Effect of Uncertainty Avoidance on Post-Adoption Behavior: Focusing on Mobile Internet Services)

  • 최훈;김진우
    • Asia pacific journal of information systems
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    • 제16권3호
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    • pp.95-116
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    • 2006
  • Although the study of post-adoption has increased in recent years, few studies have focused on the moderating effect of uncertainty avoidance on the relationship between post-expectation and behavior. The purpose of this study is to examine the moderating effect of uncertainty avoidance in the mobile Internet domains. This study proposed a post-adoption model based on prior continuance model. This theoretical model was verified empirically by conducting web surveys and multi-group analysis. Based on the survey data, we classified users into those with high uncertainty avoidance and those with low uncertainty avoidance. The results indicate that post expectations have significant impacts on satisfaction and continuance intention. The results also show that the impacts of intrinsic motivational factors of mobile Internet services on satisfaction and continuance intention are stronger for users with high uncertainty avoidance. On the other hand, the impacts of extrinsic motivational factors on satisfaction and continuance intention are stronger for users with low uncertainty avoidance, with a few exceptions. This paper ends with theoretical and managerial implications of the study results, as well as limitations and future research directions.

틱톡(TikTok) 서비스에 대한 품질 인식이 이용자 만족과 지속 사용 의도에 미치는 영향과 상업성 인식의 효과 (Effects of Perceived Quality of TikTok on User Satisfaction and Continuance Intention: and the Role of Commercial Viability)

  • 정용국;위흔
    • 한국콘텐츠학회논문지
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    • 제20권6호
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    • pp.77-89
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    • 2020
  • 본 연구는 쇼트 클립 제작 및 공유 플랫폼인 틱톡(TikTok)의 품질에 대한 인식이 이용자 만족과 지속 사용 의도에 미치는 영향을 살펴보았다. 이를 위해, 틱톡의 품질을 서비스 품질, 정보 품질, 시스템 품질로 구분하고 각 품질 요인이 이용자 만족과 지속 사용 의도에 미치는 직접 효과, 그리고 이용자 만족을 통해서 미치는 간접 효과를 동시에 고찰하였다. 추가적으로 틱톡 이용 과정에서 점차 증가하는 상업적 요소들에 대한 인식이 이용자 만족과 지속 사용 의도의 관계에 영향을 미치는지를 살펴보았다. 틱톡 서비스(중국 서비스명 '더우인')의 중국 이용자 237명을 대상으로 한 설문 조사를 분석한 결과는 다음과 같다. 첫째, 정보 품질 인식과 시스템 품질 인식은 이용자 만족에 정적인 영향을 미친다. 둘째, 정보 품질 인식은 지속 사용 의도에 정적인 영향을 미친다. 셋째, 이용자 만족은 시스템 품질 인식과 지속 사용 의도를 완전 매개하며, 정보 품질 인식과 지속 사용 의도를 부분 매개한다. 넷째, 이용자 만족과 지속 사용 의도는 정적인 상관관계를 가지지만, 둘 간의 관계에서 상업적 인식의 조절 효과는 나타나지 않았다.

스마트폰 앱스토어에 대한 지각특성이 지속이용에 미치는 영향 (The Impacts of Perceived Attributes on Continuance of the Smart Phone App Store)

  • 이국용
    • 경영과학
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    • 제30권3호
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    • pp.33-54
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    • 2013
  • The purpose of this study is to examine the relationships between Product Quality (Popularity, Playfulness) and Information Quality (Informativeness, Reliability), System Quality (Ease of Use, Security), Trust and Continuance Intention in Smart Phone Application Market. To identify these affecting relationships, the secondary data or past studies were collected and theoretically arranged. I made the theoretical proposed model to explain the relationships between the constructs, identify the operational definitions and 13 Hypotheses were established, there was executed the survey of 250 customers of Smart Phone Application Market. Using the collected data, previous performances to confirm the construct validity and internal consistency by Cronbach's a was executed and Partial Least Square Analysis to confirm the hypotheses in proposed model was conducted using the Smart-PLS Software. As the result of test that make the relations of used variables clear, we can get the conclusion as followings; First, Product Popularity has the positive effect on Informativeness, except reliability of Information. Second, it was significantly tested the effect on the Ease of use and Security by Product Playfulness. Third, Informativeness and Ease of Use, Security of App Store have the significantly positive effects on the Users' Trust directly. From the empirical test, I suggest the strategic advices in App Store Companies. To increase the Users' Continuance Intention or Loyalty, it would be developed that a variety of methods and ways to raise the Product Popularity and Playfulness, Informativeness, Ease of Use and Security of App Store. It is necessary for sticking the Users to raise the positive trust building and Continuance Intention.

사용자제작콘텐츠 (UCC) 이용자의 수용 후 행동 모델 분석

  • 정철호;정영수
    • 한국데이타베이스학회:학술대회논문집
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    • 한국데이타베이스학회 2010년도 춘계국제학술대회
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    • pp.299-308
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    • 2010
  • The primary objective of this paper is to examine of post acceptance behavior model in VCC services. Based on the relevant literature reviews, this study posits six characteristics, that is, expectation confirmation, perceived usefulness, perceived enjoyment, satisfaction, and continuance intention as key variables to describe the post acceptance behavior model in VCC services. And then we constructed a research model and hypotheses about relationship between these variables. A total 286 usable survey responses of CCC service users have been employed in the analysis. The empirical results of this study are summarized as follows. Firstly, expectation confirmation has a positive effect on the perceived usefulness, perceived enjoyment, and satisfaction. Secondly. perceived enjoyment has a positive effect on the satisfaction. Lastly, perceived usefulness, perceived enjoyment, and satisfaction have a positive effect on the continuance intention. These results will be helpful for the UCC services sector to further develop a service delivery strategies for strengthening the ongoing relationship with customers. Finally, some possible limits of the present research and future directions for such research were discussed.

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Understanding the Continuance Intention to Use Chatbot Services

  • Jeeyeon Kim;Yiling Li;Jeonghye Choi
    • Asia Marketing Journal
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    • 제25권3호
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    • pp.99-110
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    • 2023
  • Chatbot services have become an essential communication tool for interacting with consumers in e-commerce. To understand consumer behavior in the context of chatbot services, we apply the Theory of Planned Behavior (TPB) to analyze continuance intention to use and additional predictors to explain behavioral intention. An analysis of data collected from 300 digital shopping users who had experienced chatbot services revealed that an extended TPB model holds for the continuous use of chatbot services, driven by both interaction and information quality. Accordingly, these ndings provide a better understanding of consumer behavior toward chatbot services and valuable insights into digital customer relationship management.

소셜 네트워크 서비스(SNS)의 지속이용의도에 관한 연구: IS 지속이용모델과 고객 가치-만족-충성도 모델의 통합적 접근 (An Empirical Study of Social Network Service (SNS) Continuance: Incorporating the Customer Value-Satisfaction-Loyalty Model into the IS Continuance Model)

  • 최수정
    • Asia pacific journal of information systems
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    • 제23권4호
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    • pp.1-28
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    • 2013
  • Given that smartphone-based social network services (SNS), such as KakaoStory is now being widely used as a way for people to connect and communicate with each other, this study examines key factors leading to the continued use of SNS. People have been using PC-based SNS, such as Cyworld, for years are now using smartphone-based SNS, such as KakaoStory. KakaoStory developed by KakaoTalk has rapidly grown up as the largest smartphone-based SNS in Korea as smartphone penetration increases. It is more difficult for firms to maintain their current users over time in that alternative SNSs satisfying people's new needs are constantly emerging and evolving. In this sense, one of the most challenging issues for SNS firms is how to retain their current users in the long run. However, there are few empirical studies on this issue. Applying the IS continuance model proposed by Bhattacherjee [2001], this study explores key determinants of users' smartphone-based SNS continuance intention. The model suggests that perceived usefulness and user satisfaction are the key determinants of IS continuance intention. However, the model includes only the utilitarian value that users can obtain through the use of smartphone-based SNS, by considering perceived usefulness. Therefore, the study attempts to extend the IS continuance model by considering hedonic and social values simultaneously. More specifically, we consider subjective norms as social value that are proposed by the theory of reasoned action and the theory of planned behavior. We also consider perceived enjoyment as hedonic value that is emphasized as a key factor influencing users' behavior intention and actual behavior, particularly in the context of hedonic IS use. By considering the three values in our model simultaneously, we could offer a deeper understanding of smartphone-based SNS continuance. That is, this study could offer an explanation of how each value is associated with user satisfaction and SNS continuance intention. The customer value-satisfaction-loyalty model can strengthen the assertion that smartphone-based SNS continuance intention is determined by various different types of customer values, such as utilitarian, hedonic, and social ones. Moreover, the model provides a theoretical basis for the assertion that customer values lead to increased loyalty via customer satisfaction. In this regard, we theorize that SNS continuance intention is influenced by users' various values, namely perceived usefulness, perceived enjoyment, and subjective norms, via user satisfaction. To test the proposed research model and hypotheses, we conducted a partial least squares analysis using a total of 253 data collected on the users of smartphone-based SNS (i.e., KakaoStory). The key findings are as follows: First, it has been found that SNS continuance intention considerably depends on user satisfaction. Second, user satisfaction is determined by confirmation, perceived usefulness, and perceived enjoyment. Third, concerning the effects of the three values on SNS continuance intention, only perceived enjoyment regarded as hedonic value was statistically significant. That is, perceived usefulness considered as utilitarian value and subjective norms considered as social value had no effect on SNS continuance intention. Finally, our results indicate that confirmation increases perceived usefulness, perceived enjoyment, and user satisfaction. The results reconfirm the effectiveness of IS continuance model in predicting smartphone-based SNS continuance intention. Moreover, the results demonstrate that perceived enjoyment reflecting hedonic value is the most important predictor of SNS continuance intention. Therefore, it is imperative for firms to meet SNS users' hedonic value to retain them in the long run. Meanwhile, we could not find any empirical evidence to support the assertion that subjective norms are associated with user satisfaction and SNS continuance intention. The results lead us to conclude that when users have enough direct experience in SNS use, subjective norms have no effect on SNS continuance intention. Discussions and implications of the results are provided.