Understanding usage of Internet of Things (IOT) systems in China

2017 ◽  
Vol 30 (1) ◽  
pp. 117-138 ◽  
Author(s):  
Xuebing Dong ◽  
Yaping Chang ◽  
Yawei Wang ◽  
Jun Yan
Keyword(s):  
Psychological Factors ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Future Research ◽  
Perceived Ease Of Use ◽  
Privacy Risk ◽  
Chinese Consumers ◽  
Content Type ◽  
And Behavior ◽  
The Relationship

Purpose The purpose of this paper is to answer “Why do Chinese consumers use IOT systems?” and “Do consumers’ cognitive and affect experiences moderate the relationship between psychological perception factors and perceived usefulness?” Design/methodology/approach In-depth interview with consumers and experts had been conducted and then the perceived psychological factors that influence perceived usefulness had been summarized. Based on a survey test of 337 smart home users, this study applies partial least squares technique analysis to test the research model. Findings The research results show that perceived psychological factors (perceived ease of use, perceived intelligence, perceived convenience and perceived privacy risk) have significant effect on the intention and behavior of IOT systems usage through perceived usefulness. Cognitive experience moderates the relationship between perceived ease of use and perceived usefulness, perceived privacy risk and perceived usefulness; affect experience moderates the relationship between perceived ease of use and perceived usefulness. Research limitations/implications The current study mainly tested the antecedents of consumers’ usage of IOT systems, and the outcome of using the system was not investigated. Future research can examine the outcome (e.g. satisfaction, perceived value) by using the expectation-confirmation theory. Originality/value This study provides a useful insight into the key driving factors in consumers’ intention and behavior of using IOT systems. The previous studies over IOT systems have not observed consumers’ perception of IOT systems, but in fact IOT systems are being applied to more and more personal users.

Mobile payment adoption process: a serial of multiple mediation and moderation analysis

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Wanny Oentoro
Keyword(s):  
Social Influence ◽  
Perceived Risk ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Mobile Payment ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Multiple Mediation ◽  
Content Type ◽  
The Relationship

Purpose Global digital payment transactions increase continuously. Due to the inconsistencies that occurred across the research findings, past researchers have called for further investigation to verify and empirically test the mobile payment acceptance model. The purpose of this paper is to develop an integrative model that is derived from the multiple technology acceptance models (TAM)’s a theoretical framework and past literature to understand how consumers decided to adopt mobile payment. By simultaneously testing mechanisms, namely, ease of use, usefulness and risk, the current study will be able to advance scholarly knowledge of the underlying consumer’s attitude and behavior that link social influence to intention to use. Design/methodology/approach A total of 370 valid responses were collected using self-administered questionnaires distributed via online platforms, a representative for Thai consumers. An ordinary least square regression and bootstrap analyzes were conducted through PROCESS Macro to analyze the moderated serial-multiple mediation model in the consecutive inducing of social influence, perceived ease of use, perceived usefulness and perceived risk toward the consumer’s intention to use mobile payment. Findings Within the context of consumers evaluating a mobile payment, statistics significant were found for the hypothesized direct and indirect effects of perceived ease of use and perceived usefulness on an intention to use. The results showed that Thai consumers’ intention to use mobile payment was significantly affected by their attitudes in terms of usefulness and the less complication in using the applications. It is confirmed that social influence indirectly affects intention to use via the increase of perceived ease of use and perceived usefulness. The study also found a significant interaction between perceived risk and perceived usefulness toward intention to use. Practical implications It is recommended to service providers to continue improving the user-friendliness, navigation, integrity and furnish the system with more value-added activities within the mobile payment application. It is also essential for the company to deliver tutorials and clear and easy-to-follow instructions to customers. At the same time, the marketer should develop marketing strategies to promote the usefulness and simplicity of using the applications to the consumers. When consumers experienced the easiness and usefulness of the applications, these could overcome the resistance feeling to use due to the concern on any potential risk. Originality/value The study contributes to the existing body of knowledge on consumer usage behavior and TAM by integrating all important variables and developed a parsimony framework to explain consumers’ usage adoption on mobile payment. Moreover, the current study was the very first that proposed and tested a serial of multiple mediations of perceived ease of use and perceived usefulness, moderated by perceived risk, in the relationship between social influence and consumers’ intention to use mobile payment and discovered a moderating role of perceived risk toward the relationship between perceived usefulness and mobile payment usage intention.

Determinants of digital learning acceptance behavior

2019 ◽  
Vol 12 (4) ◽  
pp. 659-672
Author(s):  
Mohit Kant Kaushik ◽  
Deepak Verma
Keyword(s):  
Technology Adoption ◽  
Technology Acceptance ◽  
Education Institution ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Future Research ◽  
Digital Learning ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Body Of Knowledge

Purpose The purpose of this paper is to review existing literature on users’ digital learning acceptance behavior and to identify gaps in the current body of knowledge and suggest future research directions. The paper also includes identification of motivating as well as inhibiting factors previously explored by academicians in the acceptance of digital learning. Design/methodology/approach The systematic literature review based on PRISMA methodology was conducted, and 200 articles from peer-reviewed journals on digital learning acceptance behavior using technology adoption theories were examined. Findings The study found an overall rise in the number of papers published yearly during 2002–2017. Most of the studies were published in two journals, i.e. Computers & Education and Computers in Human Behaviour and were carried out in Asia followed by Europe, North America, Africa, Oceania and South America. It was also noted that most of the studies have used the technology acceptance model and were empirical in nature. The study also found that prominently students’ digital learning acceptance behavior was investigated. The review also indicates a lack of qualitative and mixed method (qualitative and quantitative) approaches to study digital learning acceptance behavior. Practical implications The study identified gaps in the current body of knowledge by reviewing published articles that will suggest future directions for further research. The top three determinants of digital learning acceptance that have been analyzed were the behavioral intention, perceived usefulness and perceived ease of use, followed by attitude and user behavior. The study articulates the implications for providers in marketing digital learning products, for higher education institution in expanding digital content, for students seeking digital education tools, for educators in motivating students to accept digital learning and for governments in delivering cost-effective public education by utilizing digital learning. Originality/value The paper analyzes 200 publications on digital learning acceptance through technology adoption theories. To the best of the authors’ knowledge, this is the first initiative to provide systematic and exhaustive summarization of the knowledge in this subject. It further explores the various factors influencing digital learning adoption behavior and provides avenues for future research. The paper is useful for researchers working on digital learning acceptance behavior.

An expansion of the technology acceptance model applied to the halal tourism sector

2021 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Izra Berakon ◽  
Muhammad Ghafur Wibowo ◽  
Achmad Nurdany ◽  
Hendy Mustiko Aji
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Ease Of Use ◽  
Partial Least Square ◽  
Perceived Usefulness ◽  
Young Generation ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Acceptance Model ◽  
The Relationship

Purpose The increasing number of tourists in the Muslim world every year has encouraged digital business developers and the Sharia banking industry to integrate halal product and service apps with the Sharia mobile banking system. The fourth wave of the industrial revolution has changed the consumer paradigm, creating a young generation that uses digital service transaction systems in their daily lives. This paper aims to investigate the factors that determine intention to use halal tourism apps amongst Muslim tourists to provide insights promoting the development of halal tourism in Indonesia. Design/methodology/approach The research was conducted using an online survey approach. The sample comprised 205 Muslim Millennial and Generation Z travellers. The data collected were analysed using partial least square structural equation modelling. There were three analysis stages: evaluation of the measurement model, assessment of the structural model and hypothesis testing. Findings The findings indicated that trust mediated the relationship between perceived ease of use and perceived usefulness on individual intentions and that halal knowledge positively and significantly impacted individual intentions. In contrast, religiosity was not a significant influence on individual intentions. Originality/value The paper expanded the technology acceptance model by incorporating the key constructs of halal knowledge, religiosity and trust into an integrated research framework; this represented a novel step, especially in the context of halal tourism. The finding that trust mediated the relationship between perceived ease of use and perceived usefulness fills a gap in previous research, which has rarely included the trust construct in technology acceptance models.

How food retailing changed in Turkey: spread of self-service technologies

2018 ◽  
Vol 120 (2) ◽  
pp. 290-308 ◽  
Author(s):  
Ipek Kazancoglu ◽  
Emel Kursunluoglu Yarimoglu
Keyword(s):  
Technology Acceptance ◽  
Perceived Risk ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Situational Factors ◽  
Equation Modeling ◽  
Future Research ◽  
Perceived Ease Of Use ◽  
Content Type

Purpose The purpose of this paper is to predict customers’ intentions to use self-checkouts based on the technology acceptance model (TAM). Design/methodology/approach The questionnaire consisted of constructs taken from the existing literature such as perceived ease of use (PEU), perceived usefulness (PU), behavioral intentions, technology anxiety (TA), perceived risk (PR), need for interaction (NI), and situational factors (SF). Before preparing the questionnaire, the focus group studies were organized to gain deeper insights regarding customers’ views about self-checkouts. Based on the results of the focus groups, some items in the constructs were adapted, and the questionnaire was generated. The field study was conducted via face-to-face survey with 500 customers chosen by stratified random sampling. Confirmatory factor analysis and structural equation modeling were used to validate the relationships hypothesized in the conceptual model among constructs. Findings Out of the 16 hypotheses, 10 were found to be significant. The hypotheses related to the effects of PR, PEU, PU, intentions, while the effects of NI on PU and intentions; the effects of SF on intentions were not accepted in the study. According to the findings, PEU, PU, and TA affected intentions whereas PR, NI, and SF did not. Research limitations/implications There were some limitations related to demographics, attitudes, SF, and actual usage of self-checkouts. Practical implications To avoid queues, retailers should install a sufficient number of user-friendly and simple interfaced self-checkouts with well-trained employees to encourage usage and reduce the perceived risk and anxiety. Originality/value The main contribution of this study was that the effects of different constructs were measured on Turkish customers’ intentions to use self-checkouts, which could be used in formulating marketing strategies as well as considering future research directions. The paper also provided additional insights into the effects of SF, TA, NI, and PR, all of which were added to the TAM in this study.

Enterprise education: the effect of creativity on training outcomes

2011 ◽  
Vol 17 (3) ◽  
pp. 224-244 ◽  
Author(s):  
Fernando Lourenço ◽  
Dilani Jayawarna
Keyword(s):  
Theory Of Planned Behaviour ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Nascent Entrepreneurs ◽  
Perceived Ease Of Use ◽  
Planned Behaviour ◽  
Content Type ◽  
Training Outcomes ◽  
Enterprise Education ◽  
The Relationship

PurposeThis study seeks to draw on the theory of planned behaviour (TPB) to explore the effects of a creativity‐enhancing training programme on the learning intentions of nascent entrepreneurs. The key focus is to evaluate the impact of the nascent entrepreneurs' perceived level of creativity on training outcomes, measured in terms of perceived ease of use, perceived usefulness and intention to exploit learning. Implications for theory and enterprise education policy are discussed.Design/methodology/approachThe paper draws on data from a cross sectional survey of two groups of trainees: final‐year business‐enterprise degree‐students, and participants from a leading UK enterprise programme, New Entrepreneur Scholarship (NES). The data from a total sample of 384 were analysed using structural equation modelling (SEM). Data were subjected to essential validity and reliability tests prior to using in the SEM analysis.FindingsThe results supported the hypothesis that participants who perceive themselves as having higher perceptions of creativity will have higher tendencies to learn. There is also support for a full mediation role of new learning in explaining the relationship between creativity and intention to exploit learning. Creative individuals also rate other training outcomes as positive; both perceived usefulness and perceived ease‐of‐use received statistical support. Perceived usefulness acts as a strong mediator to the relationship between learning from creativity training and nascent entrepreneurs' intention to exploit their learning. On the whole, results largely agree with the TPB as applied to entrepreneurship and suggest trainees' perception of creativity as a driver for enhancing learning habits among nascent entrepreneurs.Practical implicationsThe research has highlighted several issues that influence the learning behaviour of nascent entrepreneurs and so helps to inform entrepreneurship theory and enterprise policy related to enterprise and entrepreneurship education. As this is one of the first attempts to situate enterprise education within the theory of planned behaviour, this study will particularly be useful to frame questions for future research.Originality/valueThe study is useful as it proposes a new dimension to an already popular debate around learning and entrepreneurial potential. This paper emphasises that the development of enterprising skills should be spread and integrated into different aspects within an entrepreneurship programme, as opposed to small‐blocks of consecutive sessions, to avoid negative effects caused by the perception of creativity.

scholarly journals Investigating the factors influencing the adoption of m-banking: a cross cultural study

2015 ◽  
Vol 33 (4) ◽  
pp. 545-570 ◽  
Author(s):  
Gary Mortimer ◽  
Larry Neale ◽  
Syed Fazal E Hasan ◽  
Benjamin Dunphy
Keyword(s):  
Perceived Risk ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Future Research ◽  
Mobile Banking ◽  
Perceived Ease Of Use ◽  
Confirmatory Factor Analyses ◽  
Web Based ◽  
Content Type ◽  
Intention To Adopt

Purpose – Little is known about the adoption of mobile banking technologies in emerging Asian economies. The purpose of this paper is to empirically examine the motivators that influence a consumer’s intentions to use mobile banking. Design/methodology/approach – A web-based survey was employed to collect data from 348 respondents, split across Thailand and Australia. Data were analysed by employing exploratory and confirmatory factor analyses, path and invariance analyses. Findings – The findings indicate that for Australian consumers, perceived ease of use, perceived usefulness (PU) and perceived risk (PR) were the primary determinants of mobile banking adoption. For Thai consumers, the main factors were PU, PR and social influence. National culture was found to impact key antecedents that lead to adoption of m-banking. Research limitations/implications – The actual variance explained by the study’s model was higher in Australia (59.3 per cent) than for Thailand (23.8 per cent), suggesting future research of m-banking adoption in emerging Asian cultures. Practical implications – The authors identify the important factors consumers consider when adopting m-banking. The findings of this research give banking organisations a foundational model that can be used to support m-banking implementation. Originality/value – The study is perhaps the first to examine and compare the intention to adopt m-banking across Thai and Australian consumers, and responds to calls for additional research that generalises m-banking and m-services acceptance across cultures. This study has proposed and validated additional constructs that are not present in the original SST Intention to Use model.

scholarly journals Analysis of Smart Home Systems in the Context of the Internet of Things in Terms of Consumer Experience

2022 ◽  
Vol 12 (1) ◽  
pp. 19-31
Author(s):  
Serap Türkyılmaz ◽  
Erkut Altindag
Keyword(s):  
Smart Home ◽  
Emotional Experience ◽  
Ease Of Use ◽  
Research Model ◽  
Perceived Ease Of Use ◽  
Privacy Risk ◽  
Perceived Benefit ◽  
And Behavior ◽  
The Relationship ◽  
The Internet Of Things

Smart homes, which are an important component of the Internet of Things (IoT) provides an effective service for users by communicating with various digital devices based on IoT. IoT-based smart home technology has transformed the lives of humans by providing everyone with a connection independently from time and space. However, due to various challenges such as privacy, security, and price, problems are experienced by consumers in terms of accepting smart home technologies. In the study, it was aimed to develop a model for accepting smart home technologies, and based on the results obtained, it was attempted to determine what factors affect the consumers' intention to buy smart home systems. In this context, with the help of Technology Acceptance Model (TAM), a research model was designed for the purchaser of a home as a product. In the research model, it was investigated what kind of effects perceived psychological factors (perceived ease of use, perceived intelligence, perceived suitability, perceived price, and perceived risk of privacy) have on the purpose and behavior of using IoT systems through perceived benefit. In addition, the relationship between sensory and emotional experiences of consumers, psychological perception factors and perceived usefulness was tested.  Data was collected by conducting an online survey questionnaire completed by 430 respondents. Partial least squares (PLSs) was explored to test the theoretical model. The research results show that perceived psychological factors (perceived ease of use, perceived connectivity, perceived intelligence, perceived convenience, and perceived privacy risk) have significant effect on the intention and behavior of IOT systems usage through perceived benefit. In terms of sensory and emotional experience, it only softens the relationship between the perceived privacy risk of emotional experience and the perceived benefit.

PENGUJIAN MODEL PENERIMAAN TEKNOLOGI INTERNET PADA MAHASISWA

2005 ◽  
Vol 1 (1) ◽  
pp. 51
Author(s):  
Petra Surya Mega Wijaya
Keyword(s):  
Structural Equation ◽  
Goodness Of Fit ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Future Research ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Behavior Intention ◽  
And Behavior

The rapid growth of investment in information technologt by orgoniza tions worldwide has made user acceptance an increasingly criticol technologt implementation and *orogr*rnt issues. User"icceptance has received fairly extensive attention from previous studies, particularly those involving dffirent technologies, user populations, and/or organizationalcontexts. The Technologt Acceptance Model @M is amongmost influential research models to determine information systems/information technologt use. The objective of thk study is to assess the TAM in world-wide-web usage. Data were collected from 127 undergraduate accounting students in Duta Wacana Christian (Jniversity-Yogyakarta and were tested using the structural equation modeling approach. The results of the study showed that, even though goodness of fit the model is not very well, there are significant coruelations among the perceived ease of use variable against perceived usefulness andattitude variable, perceived usefulness variable against attitude and behavior intention to use, attitude variable against behavior intention to use, and behavior intention to use variable against behavior to use. Implications of the future research areos ore discussed.Keywords: Perceived ease of use, perceived usefulness, attitude, behavior intention to use, behavior to use, TAM, SEM.

Mobile banking adoption in an emerging economy

2018 ◽  
Vol 25 (2) ◽  
pp. 743-762 ◽  
Author(s):  
Richa Priya ◽  
Aradhana Vikas Gandhi ◽  
Ateeque Shaikh
Keyword(s):  
User Satisfaction ◽  
Perceived Risk ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Mobile Banking ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Factors Affecting ◽  
Indian Consumers ◽  
The Relationship

Purpose The purpose of this paper is to analyze the factors affecting mobile banking adoption among young Indian consumers. Design/methodology/approach The authors use a cross-sectional survey research design to empirically examine the factors affecting mobile banking adoption among young Indian consumers. The study sample consists of 269 respondents aged between 23 and 30 years from India. Findings The findings of the study suggest that perceived usefulness (PU), perceived ease of use (PEU), perceived credibility (PC) and structural assurance (SA) are strong determinants of user satisfaction (US) and behavioral intention (BI) to use the mobile banking service. US was found to partially mediate the relationship between PU, PEU, PC and SA and BI to use the service. Perceived risk was found to be statistically insignificant in terms of its relationship with BI to use the service. Research limitations/implications The results of this study provide good evidence for banks to further revamp their work practices in the area of mobile banking to enhance the overall penetration of mobile banking in India. Originality/value The study identifies factors influencing mobile banking adoption among young Indian consumers. Furthermore, this study suggests that US partially mediates the relationship between factor influencing mobile banking adoption and BI.

Attitude toward social media reviews and restaurant visit intention: a Bangladeshi perspective

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Nurun Naher Popy ◽  
Tauhid Ahmed Bappy
Keyword(s):  
Social Media ◽  
Focus Group ◽  
Focus Group Discussion ◽  
Information Quality ◽  
Group Discussion ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
The Relationship

PurposeWhile the usage of social media reviews has become increasingly popular in recent years, few studies in this context of Bangladesh have investigated its impact on restaurant visit intention. Therefore, this study aims to explain the role of attitude toward social media reviews in customers' restaurant visit intention from the perspective of Bangladesh. In doing so, predictors of attitude toward social media reviews were also ascertained and their indirect effects on restaurant visit intention were investigated.Design/methodology/approachA survey questionnaire was administered to 300 university students. A six-factor based measurement model was proposed, and structural equation modeling (SEM) was used in testing the hypotheses represented by the model. Furthermore, a focus group discussion with 12 respondents was also held to assess how negative reviews on social media affect the customers' restaurant visit intention.FindingsThis study reveals that perceived usefulness, perceived ease of use, trustworthiness and information quality of social media reviews are positively related to attitude toward using positive social media reviews for choosing a restaurant. Furthermore, attitude toward positive social media reviews directly contributes to the intention to visit restaurants. Besides, attitude toward social media reviews fully mediates the relationship of perceived usefulness, perceived ease of use and trustworthiness with restaurant visit intention, whereas it partially mediates the relationship between information quality and restaurant visit intention. Besides, results from focus group discussion revealed that customers typically trust negative reviews which reduce their intent to visit restaurants.Research limitations/implicationsThe samples chosen for this study belong only to a particular stratum of the population (students from a specific institution/university). Hence, the outcomes should be generalized with caution.Practical implicationsThis study provides practical guidelines for the restaurant marketers to formulate improved strategic decisions by tracking the restaurant customers' attitudes, behavioral intentions, sentiments and share of voice on social media platforms. The results of this study will encourage the restaurant marketers to build sustainable relationships with influential food bloggers to spawn positive electronic word of mouth (e-WOM).Originality/valueThis is one of the first studies in Bangladesh that have covered up a timely and untouched research area, providing empirical evidence regarding the effects of attitude toward social media reviews on restaurant visit intent in the context of a South Asian country like Bangladesh.

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