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Wearable health technologies (WHTs) show promise in improving the health and well-being of the aging population because they promote healthy lifestyles. They can be used to collect health information from users and encourage them to be physically active. Despite potential benefits of WHTs, recent studies have shown that older people have low continued use intention toward WHTs. Previous work on this topic is disjointed, and new theoretical viewpoints are required.

The authors propose an enablers and inhibitors perspective to model factors influencing continued use intention of WHTs among the elderly. To test the model, we collected data from Chinese elderly (N = 295) who had prior experience using WHTs.

The study results show that social value is the strongest enabler of continued WHT use, and emotional and epistemic values and device quality also increase use continuance. Inertia and technology anxiety were identified as significant inhibitors. A post hoc importance performance map analysis revealed that while emotional value is a highly significant predictor of continued WHT use, existing WHTs do not stimulate such value in our sample.

The research findings illustrate the importance of incorporating user resistance in technology acceptance studies in general and WHT usage studies in particular. This study contributes by providing an integrative model of technology continued use intention for the elderly along with practical implications for policymakers.

A limited number of prior studies have taken both enablers and inhibitors into account when explaining continued WHT use intention among the elderly. This paper fills this research gap and contributes to the WHT literature by considering both enablers and inhibitors in the same model. Moreover, this study contributes to the ongoing research on WHT, and more broadly, gerontechnology use among the elderly.

The purpose of this paper is to examine factors that predict students’ continued usage intention of web-based learning management systems (LMS) in Tanzania, with a specific focus on the School of Business of Mzumbe University. Specifically, the study investigated major predictors of actual usage and continued usage intentions of e-learning system, and challenges of using the e-learning system.

Data were collected through a questionnaire survey of 300 third year undergraduate students, with a rate of return of 77 per cent. A total of 20 faculty members were also interviewed. The unified theory of acceptance and use of technology (UTAUT) was utilized in the study.

The results show that actual usage was determined by self-efficacy, while continued usage intentions of web-based learning system was predicted by performance expectancy, effort expectancy, social influence, self-efficacy, and actual usage. Challenges for using web-based LMS were related to information and communications technology (ICT) infrastructure barrier, LMS user interface was not user friendly, weak ICT policies, management and technical support, limited skills, lack of awareness, resistance to change, and lack of time to prepare e-content and use the e-learning system.

The study findings are useful to e-learning managers and university management to identify important factors and develop appropriate policies and strategies to encourage long-term usage of e-learning systems for future studies and lifelong learning.

By using UTAUT in the context of continued usage intentions and the integration of an additional construct (“self-efficacy”), the extended UTAUT model fits very well in the web-based learning systems in Tanzania, in particular where such studies are scant. The findings can be used in other institutions with similar conditions in investigating the continued usage intentions of e-learning systems.

With the emergence of mobile devices, factors such as interaction and ubiquity have become increasingly important in the use of social media networks. However, regarding hotel guests’ use of social media, knowledge about how those factors contribute to guests’ continued social media use remains limited. The purpose of this study is to examine the influence of interaction and ubiquity mediated by trust, benefits and enjoyment on hotel guests’ continued use of social media networks.

To examine the hypotheses, a self-administered questionnaire was posted by ten UK hotels on their social media pages. A total of 258 usable data were collected and analyzed using partial least squares analysis.

Two social media characteristics – interaction and ubiquity – influenced hotel guests’ continued use of social media via the mediating variables of trust, benefits and enjoyment.

This study bridges the gap in research regarding intended continued use of social media networks by offering new empirical evidence concerning the determinants of hotel guests’ continued use of social media.

This study aims to empirically investigate ways to enhance customers’ continued mobile app use intention on the basis of information adoption model.

This study conducted an online, cross-sectional, self-administered survey, recruiting mobile app users in the USA.

Results identified both argument quality and source credibility positively influenced usefulness of branded apps and parasocial interactions. Results also confirmed a positive influence on usefulness of the branded app and parasocial interaction relating to continued branded app use intentions.

This study enriched the understanding of mobile app use behaviors, extending information adoption model in the service industry.

The purpose of this paper is to assess whether quality antecedents and individual characteristics can influence faculty members’ continued usage intention of electronic resources (e-resources) in selected public universities in Tanzania.

A total of 204 faculty members participated in the study from three public universities in Tanzania. The study used structural equation modelling, ANOVA and t-tests to perform analyses.

Better educated and middle-aged faculty members with a wide experience of using e-resources are more likely to continue using e-resources. Information quality had positive relationship with continued usage intention of e-resources while service quality had indirect impact to continued usage intention through information quality and system quality.

Based on the DeLone and McLean information systems success model, this study integrates quality factors (information, service and system quality) and individual characteristics as antecedents to the continued usage intention of e-resources. The study comprehensively documents empirical findings on impacts of quality factors and individual characteristics on e-resources in a developing country. The study reveals results that are useful for enhancing usage of e-resources by faculty in other institutions with similar conditions.

Our knowledge of why organizations continue to use open source software (OSS) infrastructure technologies is relatively limited, and existing models appear inadequate to explain this continuance phenomenon given that they are set at the individual level and also do not take into account the unique characteristics of OSS. The paper aims to discuss these issues.

Using an institutional perspective, this paper posits that coercive (business value of IT) and normative (open source ideology (IDEO)) factors may be credited with sustaining the continued use of OSS technologies. The study argues that organizations that subscribe to IDEO are more likely to continue using OSS technologies. Survey data are collected from organizations that have implemented an OSS infrastructure technology and a moderated multiple regression analysis is performed to test the proposed hypotheses.

In addition to the business value provided by OSS technologies, adherence to IDEO also impacts decisions to continue using those technologies. The results suggest that once an OSS is implemented in an organization, IDEO can enhance organizations’ intentions to continue using such technologies, directly, as well as indirectly, by amplifying the impact of the perceived business value of the technology.

Much of extant literature on continued use focuses on end-user technologies. This paper is one of the first to focus on infrastructure technologies and examine organizations’ intentions to continue using those technologies by developing a parsimonious theory-driven model for examining organizations’ continued use intentions toward infrastructure IT. Additionally, much of open source research to date has been inwardly focused, and this paper is one of few empirical studies to focus on the demand or consumption side of OSS technologies.

The purpose of this paper is to investigate the negative impact the invasive nature of social media technologies (SMTs) can have on a user’s continued intention to use it.

In order to understand the impact technology invasiveness (TI) has on people’s continued SMT behavior, a research model and corresponding survey were developed based on a comprehensive literature review and data collected from actual SMT users.

The authors found perceived usefulness has a large impact on user’s attitudes. Additionally, social networking (SN) has a significant and direct impact on both attitude toward the use of the SMT and its continued use. Another interesting finding is how strongly SN increases a user’s TI. The negative impact technology has on users’ lives comes from the need users feel to continue to update and manage their online persona.

Social media tools are becoming part of the workplace environment. If not careful, companies may introduce increased pressures on their workers to constantly be “connected” to SMTs. In order to obtain the advantages of SMT usage, companies would be wise to set expectation standards that alleviate some of this pressure.

This growth in social media would lead one to assume that all is well with SMTs and their usage is similar to other web-based technologies. However, there are some negative effects of SMT that warrant society and companies pausing to rethink the focus on these technologies.

Previous research has looked at IT from system success and acceptance. In this paper, we investigate the negative impact the invasive nature of SMTs can have on a user’s continued intention to use it.

The concept of eGovernment has received much focus and emphasis across the public administrative sector, with interest centred on its public performance in terms of effectiveness and efficiency. Accordingly, this paper aims to consider those factors affecting the continuous adoption of eGovernment websites by citizens in the context of Jordan, through the design and development of a conceptual model, five factors included, notably digital literacy, e-service marketing efficiency, e-service quality, compulsory e-service utilisation and public staff assistance in regards the transformation of e-service.

To conduct this paper, a quantitative approach was used, after operationalising variables into indicators; data were gathered through the application and completion of a questionnaire survey, by public-sector subjects making up a sample of 237 individuals purposively sampled, wit structural equation modelling was applied to analyse data.

The results garnered emphasise digital literacy and e-service quality as important factors amongst citizens in Jordan in regards their intention to use, on a continuous basis, eGovernment websites, providing an explanation across 42 per cent of the variance in this regard. On the other hand, the other three factors of e-service marketing efficiency, compulsory e-service use and public staff assistance in regards the transformation of e-service were not identified as significant in terms of their influence on the intention to adopt the ongoing use of eGovernment websites among citizens in the Jordanian context indicating some issues that challenge the eGovernment success.

This work’s findings are survey-based, subsequent studies could make use of qualitative methods in mind of achieving more detailed and comprehensive understanding of the links between the factors outlined in this study, further, there is the suggestion that other longitudinal and experimental works be completed to establish the links outlined in this study.

For eGovernment websites continued usage to be efficacious, several facilitating and supporting conditions are vital, including technical and managerial sustenance, as well as supporting policies and regulations that put eGovernment websites into the compulsory utilisation, which requires all the other affecting factors to be in line with facilitating such compulsory orientation.

Many studies have been done on exploring the factors that affect the initial adoption of eGovernment websites; however –and up to the author knowledge – this is the first study that explore the second stage of the adoption process, namely, continued use in the context of a developing country such as Jordan. This work will therefore provide a contribution to the eGovernment literature in specific relation to continued use. This will be done through taking into account all five of these factors.

This paper aims to use the Model of Goal-Directed Behavior (MGB) to examine the factors affecting consumers’ continued use of emerging technology-based self-services (TBSSs) with credence qualities. Professional services, which traditionally require specialized knowledge and high levels of interpersonal interaction to produce owing to their credence qualities, are increasingly delivered via self-service technologies. Health services delivered via mobile devices, for example, facilitate self-care without direct involvement from health professionals.

A mental health service delivered via the Internet and mobile phone, myCompass, was selected as the research context. Twenty interviews were conducted with users of myCompass and the data were thematically analyzed.

The findings of the study showcase the unique determinants of consumers’ continued use of TBSSs with credence qualities relative to the more routine services which have been the focus of extant research. The findings further provide support for the utility of the MGB in explaining service continuance, although the importance of distinguishing between extrinsic and intrinsic motivational components of behavioral desire and capturing the impact of social influence beyond subjective norms is also highlighted.

This study contributes to recent research examining differences in consumer responses across TBSSs and behavioral loyalty to these services. It also provides empirical evidence for broadening and deepening the MGB within this behavioral domain.

This study aims to understand the learner behaviour of millennials for Massive Open Online Courses (MOOCs) in the post-adoption stage by extending the theory of Unified Theory of Acceptance and User Technology 2 (UTAUT2) with expectancy confirmation model (ECM) along with personal innovativeness as the exogenous, satisfaction as a mediating and continued intention as an endogenous construct.

This study applied a cross-sectional research design by using a survey method to collect primary data with a structured questionnaire. Convenience sampling was used to collect data from millennial MOOC users, and partial least square structural equation modelling method was applied for data analysis.

The results indicate that performance expectancy, effort expectancy, social influence, facilitating conditions, hedonic motivation influence satisfaction. Similarly, performance expectancy, hedonic motivation, personal innovativeness and satisfaction influence the continued intention for MOOCs.

In terms of limitations, the study applied a cross-sectional research design that could lead to data collection bias. Similarly, the study used convenience sampling as the authors did not have access to the participant list of users from MOOC platforms.

The research highlights various insights to all the stakeholders on improving MOOC satisfaction and enhance the continued intention for millennial learners.

The findings of this research bridge this gap by examining the post-adoption usage behaviour of MOOCs by extending the baseline model of UTAUT2 with personal innovativeness and integrating it with ECM.