scholarly journals Exploring the factors affecting learners’ continuance intention of MOOCs for online collaborative learning: An extended ECM perspective

2017 ◽  
Author(s):  
Junjie Zhou
Keyword(s):  
Collaborative Learning ◽  
Social Influence ◽  
Structural Equation ◽  
Learning Experience ◽  
Mainland China ◽  
Equation Model ◽  
Perceived Usefulness ◽  
Continuance Intention ◽  
Prior Learning ◽  
Online Collaborative Learning

The purpose of this paper was to investigate what factors influence learners’ continuance intention in massive open online courses (MOOCs) for online collaborative learning. An extended expectation confirmation model (ECM) was adopted as the theoretical foundation. A total of 435 valid samples were collected in mainland China and structural equation model (SEM) approach was adopted. The descriptive statistics show that platforms from abroad, such as Coursera and Khan, are more popular than native ones in mainland China. The empirical results show that the effects of three ECM factors (satisfaction with prior learning experience, confirmation with prior learning experience, and perceived usefulness) are significant. Different factors have different predicting power. Knowledge outcome is the first powerful indicator of learners’ continuance intention of MOOCs, followed by social influence, learners’ satisfaction with prior learning experience, and performance proficiency. The effects of knowledge outcome, performance proficiency, and social influence are significant, showing the success of extended ECM.

Are personal innovativeness and social influence critical to continue with mobile commerce?

2014 ◽  
Vol 24 (2) ◽  
pp. 134-159 ◽  
Author(s):  
June Lu
Keyword(s):  
Social Influence ◽  
Structural Equation ◽  
Mobile Commerce ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Continuance Intention ◽  
Content Type ◽  
Personal Innovativeness ◽  
The Impact

Purpose – The purpose of this paper is to report a study investigating the impact of personal innovativeness in information technology (PIIT) and social influence on user continuance intention toward mobile commerce (m-commerce) in the USA. Design/methodology/approach – A survey was conducted among undergraduate and graduate mobile users in a regional university. Structural equation modeling procedures were deployed to analyse 323 valid data points. Findings – The study found that among well-educated m-commerce users, user personal innovativeness as measured by PIIT and perceived usefulness, the determinants of initial adoption, remain as strong determinants of user continuance intention. PIIT also remains as the antecedent of perceived ease of use. Social influence has changed the pattern of influence on continuance intention. Research limitations/implications – This study is unable to investigate m-commerce user expectations and satisfaction levels. The small and convenient sample does not offer guarantee of the findings. Practical implications – M-commerce providers should pay adequate attention to personal innovativeness, since it affects mobile user willingness and capability to welcome and adapt to new services and features. They should always utilize social channels to gather feedback, to distribute new changes or features, and to exert positive influence. Originality/value – This study is one of the few examining the effect of PIIT in a post-adoption context and confirms its long-term psychological influence on continuance intention toward m-commerce. This study is also one of the initial to use discursive power perspective to study social influence on continuance intention in the mobile context.

scholarly journals PENGARUH PERCEIVED EASE OF USE,PERCEIVED USEFULNESS,CONFIRMATION, PERFORMANCE VALUE DAN SATISFACTION TERHADAP CONTINUANCE INTENTION PADA PENGGUNA GO-FOOD

Media Bisnis ◽  
2020 ◽  
Vol 12 (1) ◽  
pp. 1-9
Author(s):  
VITA BRILLIANA ◽  
ARTON BRIYAN PRASETIO ◽  
CINDY MONICA
Keyword(s):  
Structural Equation ◽  
Sampling Technique ◽  
Equation Model ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Analysis Method ◽  
Perceived Ease Of Use ◽  
Continuance Intention ◽  
Descriptive Research ◽  
Convenience Sampling

The purpose of this study to determine the effect of perceived ease of use, perceived usefulness, confirmation, performance value and satisfaction with continuance intention. This research is a development from previous research written by Dawei Shang and Weiwei Wu (2017). The research used is in the form of casual and descriptive research. Data collection was carried out using convenience sampling technique with the number of respondents 142. Data analysis method uses SEM (Structural Equation Model) with SmartPLS 3.0 and IBM SPSS version 25. This research shows that perceived ease of use, perceived usefulness, confirmation, performance value and satisfaction have an influence on continuance intention.

scholarly journals The Impact of Gamification-Induced Users' Feelings on the Continued Use of mHealth Apps: A Structural Equation Model With the Self-Determination Theory Approach (Preprint)

2020 ◽  
Author(s):  
Tong Wang ◽  
Lingye Fan ◽  
Xu Zheng ◽  
Wei Wang ◽  
Jun Liang ◽  
...  
Keyword(s):  
Intrinsic Motivation ◽  
Structural Equation ◽  
Self Determination Theory ◽  
Equation Model ◽  
Perceived Usefulness ◽  
Continuance Intention ◽  
Continued Use ◽  
Intention To Continue ◽  
The Impact ◽  
Mhealth Apps

BACKGROUND Continued use of mHealth apps can achieve better effects in health management. Gamification is an important factor in promoting users’ intention to continue using mHealth apps. Past research has rarely explored the factors underlying the continued use of mobile health (mHealth) apps and gamification’s impact mechanism or path on continued use. OBJECTIVE This study aimed to explore the factors influencing mHealth app users’ intention to continue using mHealth apps and the impact mechanism and path of users’ feelings induced by gamification on continued mHealth app use. METHODS First, based on the expectation confirmation model of information system continuance, we built a theoretical model for continued use of mHealth apps based on users’ feelings toward gamification. We used self-determination theory to analyze gamification’s impact on user perceptions and set the resulting feelings (competence, autonomy, and relatedness) as constructs in the model. Second, we used the survey method to validate the research model, and we used partial least squares to analyze the data. RESULTS A total of 2988 responses were collected from mHealth app users, and 307 responses were included in the structural equation model after passing the acceptance criteria. The intrinsic motivation for using mHealth apps is significantly affected by autonomy (β=.312; <i>P</i>&lt;.001), competence (β=.346; <i>P</i>&lt;.001), and relatedness (β=.165; <i>P</i>=.004) induced by gamification. The intrinsic motivation for using mHealth apps has a significant impact on satisfaction (β=.311, <i>P</i>&lt;.001) and continuance intention (β=.142; <i>P</i>=.045); furthermore, satisfaction impacts continuance intention significantly (β=.415; <i>P</i>&lt;.001). Confirmation has a significant impact on perceived usefulness (β=.859; <i>P</i>&lt;.001) and satisfaction (β=.391; <i>P</i>&lt;.001), and perceived usefulness has a significant impact on satisfaction (β=.269; <i>P</i>&lt;.001) and continuance intention (β=.273; <i>P</i>=.001). The mediating effect analysis showed that in the impact path of the intrinsic motivation for using the mHealth apps on continuance intention, satisfaction plays a partial mediating role (β=.129; <i>P</i>&lt;.001), with a variance accounted for of 0.466. CONCLUSIONS This study explored the impact path of users’ feelings induced by gamification on the intention of continued mHealth app use. We confirmed that perceived usefulness, confirmation, and satisfaction in the classical continued use theory for nonmedical information systems positively affect continuance intention. We also found that the path and mechanism of users' feelings regarding autonomy, competence, and relatedness generated during interactions with different gamification elements promote the continued use of mHealth apps.

Perceived Enjoyment and the Effect of Gender on Continuance Intention for Mobile Internet Services

2017 ◽  
pp. 1641-1661
Author(s):  
Anis Khedhaouria ◽  
Adel Beldi
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Equation Model ◽  
Mobile Internet ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Internet Services ◽  
Continuance Intention ◽  
Perceived Enjoyment ◽  
And Gender

Based on technology acceptance theory, the authors examined the effect of perceived enjoyment and gender on the intention to continue using mobile Internet services (MIS) in an everyday life context. A survey was conducted among 623 current MIS users to test the structural equation model. Their findings confirm the effect of perceived enjoyment on MIS continuance intention as well as the moderating effect of gender. Women expressed a stronger need for perceived usefulness and ease-of-use than men, while men expressed a significant need for perceived enjoyment. Interestingly, and somewhat contrary to previous findings, the effect of perceived usefulness on MIS continuance intention was stronger for women; whereas the effect of perceived enjoyment was significantly stronger for men. The authors findings suggest that MIS developers and providers should consider the gender of users when designing and offering MIS. The paper provides some guidelines regarding how MIS can be designed and customized for gender segments.

Perceived Enjoyment and the Effect of Gender on Continuance Intention for Mobile Internet Services

2014 ◽  
Vol 10 (2) ◽  
pp. 1-20 ◽  
Author(s):  
Anis Khedhaouria ◽  
Adel Beldi
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Equation Model ◽  
Mobile Internet ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Internet Services ◽  
Continuance Intention ◽  
Perceived Enjoyment ◽  
And Gender

Based on technology acceptance theory, the authors examined the effect of perceived enjoyment and gender on the intention to continue using mobile Internet services (MIS) in an everyday life context. A survey was conducted among 623 current MIS users to test the structural equation model. Their findings confirm the effect of perceived enjoyment on MIS continuance intention as well as the moderating effect of gender. Women expressed a stronger need for perceived usefulness and ease-of-use than men, while men expressed a significant need for perceived enjoyment. Interestingly, and somewhat contrary to previous findings, the effect of perceived usefulness on MIS continuance intention was stronger for women; whereas the effect of perceived enjoyment was significantly stronger for men. The authors findings suggest that MIS developers and providers should consider the gender of users when designing and offering MIS. The paper provides some guidelines regarding how MIS can be designed and customized for gender segments.

scholarly journals What Drives Continuance Intention towards Social Media? Social Influence and Identity Perspectives

2020 ◽  
Vol 12 (17) ◽  
pp. 7081 ◽  
Author(s):  
Athapol Ruangkanjanases ◽  
Shu-Ling Hsu ◽  
Yenchun Jim Wu ◽  
Shih-Chih Chen ◽  
Jo-Yu Chang
Keyword(s):  
Social Media ◽  
Social Identity ◽  
New Media ◽  
Social Influence ◽  
Perceived Usefulness ◽  
Continuance Intention ◽  
Positive Effects ◽  
The Social ◽  
Media Platform ◽  
Continuous Usage Intention

With the growth of social media communities, people now use this new media to engage in many interrelated activities. As a result, social media communities have grown into popular and interactive platforms among users, consumers and enterprises. In the social media era of high competition, increasing continuance intention towards a specific social media platform could transfer extra benefits to such virtual groups. Based on the expectation-confirmation model (ECM), this research proposed a conceptual framework incorporating social influence and social identity as key determinants of social media continuous usage intention. The research findings of this study highlight that: (1) the social influence view of the group norms and image significantly affects social identity; (2) social identity significantly affects perceived usefulness and confirmation; (3) confirmation has a significant impact on perceived usefulness and satisfaction; (4) perceived usefulness and satisfaction have positive effects on usage continuance intention. The results of this study can serve as a guide to better understand the reasons for and implications of social media usage and adoption.

scholarly journals Students Acceptance of Google Classroom: An Exploratory Study using PLS-SEM Approach

2018 ◽  
Vol 13 (06) ◽  
pp. 112 ◽  
Author(s):  
Rana A. Saeed Al-Maroof ◽  
Mostafa Al-Emran
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Equation Model ◽  
Ease Of Use ◽  
Partial Least Square ◽  
Perceived Usefulness ◽  
Least Square ◽  
Perceived Ease Of Use ◽  
Online Questionnaire ◽  
Actual Usage

Google classroom can work in unidirectional process as it can serve the teachers’ strategies and styles on one hand and students’ perception, understanding, and effective participation in different classroom skills on the other hand. The ac-ceptance of Google classroom is affected by different factors. Some of them are still not clearly specified and discussed in previous research; therefore, they need further investigation. Based on the previous assumption, this study is an attempt to examine the factors that affect the students’ acceptance of Google classroom at Al Buraimi University College (BUC) in Oman. The Technology Acceptance Model (TAM) was adopted to formulate the hypotheses of the current study. The data was collected through an online questionnaire with 337 respondents. The Partial Least Square-Structural Equation Model (PLS-SEM) approach was used to assess both the measurement and structural models. The results of the study prove that both the perceived ease of use (PEOU) and perceived usefulness (PU) positively influence the behavioral intention, which in turn influence the actual usage of Google classrooms. This study helps the decision makers of the higher educational institutions to have a better understanding of the effectiveness of us-ing Google classroom by their students. It is assumed that it helps in measuring the level of students’ acceptance to the previously mentioned technology.

Factors Influencing the Adoption of Payment Banks in India Using an Extended TAM

2021 ◽  
pp. 2319510X2110135
Author(s):  
Japneet Kaur ◽  
Sawraj Kaur ◽  
Amanjot Singh Syan ◽  
Rishi Raj Sharma
Keyword(s):  
Social Influence ◽  
Technology Acceptance ◽  
Self Efficacy ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Initial Trust ◽  
Behavioural Intentions ◽  
Facilitating Conditions

The purpose of this study is to investigate the factors that shape behavioural intentions of customers towards the adoption of payment banks in India. The conceptual framework of study is based upon integration of technology acceptance model with initial trust, facilitating conditions and social influence. Further, the study tests the moderating role of age, income and self-efficacy on the relationships between dependent variable and associated predicted variable. A total of 507 responses were collected from the state of Punjab (India), using convenient sampling technique and were analysed using the structural equation modelling (SEM). The results revealed that perceived ease of use had the highest impact on the behavioural intentions, followed by initial trust and social influence. Facilitating conditions and perceived usefulness showed lower impact on the behavioural intentions towards the adoption of payment banks. Also, moderation analysis revealed that self-efficacy moderates the relation of perceived ease of use and perceived usefulness with behavioural intentions. Results imply that marketers should collaborate with developers to provide the customers with easy-to-operate solutions along with robust customer support mechanism to escalate the adoption intention of those having lower self-efficacy levels.

An Application of the Technology Acceptance Model to Individual Protective Measures (IPMs) Against Viruses

2021 ◽  
pp. 0-7:51 minutes
Author(s):  
Matti Haverila ◽  
Salma Husain
Keyword(s):  
Social Influence ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Protective Measures ◽  
Influenza Pandemics ◽  
Environmental Measures ◽  
Acceptance Model

This presentation describes Technology Acceptance Model (TAM) when using individual protective measures (IPMs) against the spreading of viruses like COVID-19. The constructs in TAM are perceived usefulness, and ease of use, attitude towards the use of IPMs and the actual use as well as social influence, which were measured with relevant indicator variables. The statistical method used in the analysis was Partial Least Squares Structural Equation Modelling (PLS-SEM). IPMs include personal protective measures for everyday use (e.g., voluntary home isolation, respiratory etiquette, and hand hygiene); Personal protective measures for influenza pandemics (e.g., voluntary home quarantine, and use of face masks in community settings); and Environmental measures (e.g., routine cleaning of frequently touched surfaces). The results indicate that all relationships were significant also so that the effect sizes were large to medium with the exception of social influence -> perceived usefulness and social influence -> attitude towards usage.

What influence users’ e-finance continuance intention? The moderating role of trust

2018 ◽  
Vol 118 (8) ◽  
pp. 1647-1670 ◽  
Author(s):  
Wangyue Zhou ◽  
Zayyad Tsiga ◽  
Boying Li ◽  
Shuning Zheng ◽  
Shuli Jiang
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Perceived Ease Of Use ◽  
Continuance Intention ◽  
Website Quality ◽  
Content Type ◽  
Positive Effects

Purpose The purpose of this paper is to identify antecedents of e-finance continuance intention with Alibaba’s Yu’E Bao as an example. Design/methodology/approach An online questionnaire was used to collect the data (n=293), and partial least squares structural equation modeling was employed for data analysis. Four e-finance features (perceived reputation, website quality, e-finance familiarity and situational normality) are introduced with trust acting as a moderator between the users’ satisfaction and continuance intention to use an e-finance platform. Findings The results find that website quality, familiarity and situational normality can influence perceived ease of use (PEOU) and perceived usefulness (PU). PEOU and PU, together with reputation, are positively associated with confirmation which further leads to satisfaction. The positive effects that satisfaction and trust have on e-finance continuance intention are confirmed, and trust is found to be a significant moderator on the relationship between satisfaction and continuance intention. Practical implications The findings can be used to guide e-finance providers to improve their platform design and services to retain users. Originality/value This study combines the theory of trust, Technology Acceptance Model and Expectations Confirmation Theory to investigate the factors that influence the continuance intention in the context of e-finance in China.

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