scholarly journals Predicting Autonomous Shuttle Acceptance in Older Drivers Based on Technology Readiness/Use/Barriers, Life Space, Driving Habits, and Cognition

2021 ◽  
Vol 12 ◽  
Author(s):  
Sherrilene Classen ◽  
Justin R. Mason ◽  
Seung Woo Hwangbo ◽  
Virginia Sisiopiku
Keyword(s):  
Older Adults ◽  
Technology Acceptance ◽  
Well Being ◽  
Ease Of Use ◽  
Older Drivers ◽  
Perceived Barriers ◽  
Technology Readiness ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Life Space

Shared autonomous vehicle services (i. e., automated shuttles, AS) are being deployed globally and may improve older adults (>65 years old) mobility, independence, and participation in the community. However, AS must be user friendly and provide safety benefits if older drivers are to accept and adopt this technology. Current potential barriers to their acceptance of AS include a lack of trust in the systems and hesitation to adopt emerging technology. Technology readiness, perceived ease of use, perceived barriers, and intention to use the technology, are particularly important constructs to consider in older adults' acceptance and adoption practices of AS. Likewise, person factors, i.e., age, life space mobility, driving habits, and cognition predict driving safety among older drivers. However, we are not sure if and how these factors may also predict older adults' intention to use the AS. In the current study, we examined responses from 104 older drivers (Mage = 74.3, SDage = 5.9) who completed the Automated Vehicle User Perception Survey (AVUPS) before and after riding in an on-road automated shuttle (EasyMile EZ10). The study participants also provided information through the Technology Readiness Index, Technology Acceptance Measure, Life Space Questionnaire, Driving Habits Questionnaire, Trail-making Test Part A and Part B (TMT A and TMT B). Older drivers' age, cognitive scores (i.e., TMT B), driving habits (i.e., crashes and/or citations, exposure, and difficulty of driving) and life space (i.e., how far older adults venture from their primary dwelling) were entered into four models to predict their acceptance of AVs—operationalized according to the subscales (i.e., intention to use, perceived barriers, and well-being) and the total acceptance score of the AVUPS. Next, a partial least squares structural equation model (PLS-SEM) elucidated the relationships between, technology readiness, perceived ease of use, barriers to AV acceptance, life space, crashes and/or citations, driving exposure, driving difficulty, cognition, and intention to use AS. The regression models indicated that neither age nor cognition (TMT B) significantly predicted older drivers' perceptions of AVs; but their self-reported driving difficulty (p = 0.019) predicted their intention to use AVs: R2 = 6.18%, F (2,101) = 4.554, p = 0.040. Therefore, intention to use was the dependent variable in the subsequent PLS-SEM. Findings from the PLS-SEM (R2 = 0.467) indicated the only statistically significant predictors of intention to use were technology readiness (β = 0.247, CI = 0.087-0.411) and barriers to AV acceptance (β = −0.504, CI = 0.285-0.692). These novel findings provide evidence suggesting that technology readiness and barriers must be better understood if older drivers are to accept and adopt AS.

scholarly journals The Effects Of Technology Readiness And Technology Acceptance On Nfc Mobile Payment Services In Korea

2014 ◽  
Vol 30 (6) ◽  
pp. 1615 ◽  
Author(s):  
Seungjae Shin ◽  
Won-jun Lee
Keyword(s):  
Technology Acceptance ◽  
Near Field ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Mobile Payment ◽  
Technology Readiness ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Nfc Mobile Payment

<p>The Near Field Communication (NFC) mobile payment is the integration of NFC enabled smartphones and credit/debit/prepaid cards. Korea is a pioneer in rolling out the NFC mobile payment. Global mobile industries pay attention to whether Korean mobile users accept the new payment service. This study investigates the factors for technology acceptance using an integrated model of technology readiness and technology acceptance. Structured equation modeling is used to analyze the collected data. The four constructs of technology readiness (innovativeness, optimism, discomfort, and insecurity) have significant impact on the perceived ease of use and the two technological characteristics of NFC mobile payment (responsiveness and smartness) also have significant impacts on the perceived usefulness. However, only the perceived usefulness affects significantly on the intention to use. The perceived ease of use affects indirectly on the intention to use through the perceived usefulness. The result of this study suggests that to be a successful payment service, the NFC mobile payment service has to be much more focused on the usefulness against other alternative payment methods.</p>

scholarly journals Determinants of Intention to Use Digital Technology for Older Adults by Environmental Dimensions

2021 ◽  
Vol 5 (Supplement_1) ◽  
pp. 258-258
Author(s):  
Sangyoon Han ◽  
Seok In Nam
Keyword(s):  
Older Adults ◽  
Technology Acceptance ◽  
Digital Technology ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Digital Inequality

Abstract Due to the COVID-19 pandemic, it is common to hear news of older adults being socially isolated due to difficulties in purchasing or accessing online services and in interacting with family or friends through video calling apps. Despite an increasing ease of access to digital devices, such access far from universal. Thus, digital inequality has become a serious problem for older adults. To understand why digital inequality issues are so relevant for older adults, we must understand older adults' entire life contexts and the potential of digital technologies in their lives. With these understandings, the purpose of this study was to explore the technology acceptance process and identify key precursors to acceptance of digital technology using the Technology Acceptance Model (TAM) 3 as a framework. This study used data from the 2018 Digital Divide Survey of the Ministry of Science and ICT. A total of 1,662 older adults (aged 55+) were analyzed using structural equation modeling with bootstrap sampling. Model fit indices (CFI = .928; SRMR = .074; RMSEA = .044) suggested an acceptable fit. Results indicated that two environmental dimensions, personal environment (self-efficacy and value recognition) and social environment (social norms and social support systems), had a significant impact on the intention to use technology both directly and indirectly. Furthermore, perceived usefulness and perceived ease of use mediated between environmental domains and the intention. This study indicates that providing appropriate digital support for older adults is important to achieve greater digital inclusion.

scholarly journals DETERMINAN PERCEIVED EASE OF USE DAN PENGARUHNYA TERHADAP INTENTION TO USE PENGGUNA TEKNOLOGI INFORMASI BERBASIS WEBSITE PADA UMKM INDUSTRI KREATIF SUB SEKTOR FASHION DI MALANG

2020 ◽  
Vol 1 (2) ◽  
pp. 84-89
Author(s):  
Satria Utama
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Ease Of Use ◽  
Technology Readiness ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Perceived Enjoyment ◽  
Acceptance Model

Penelitian ini bertujuan untuk mengetahui sejauh mana kesiapan UMKM Industri kreatif bidang fashion di Malang pada penggunaan Teknologi Informasi berbasis website. Model yang diajukan dalam penelian ini merupakan gabungan dari Technology Readiness (TR) dan Technology Acceptance Model (TAM) serta menambahkan perceived enjoyment yang disusun menjadi satu model yang diuji dengan menggunakan dasar teori dari penelitian terdahulu. Dengan menggunakan sample dari 30 distro/clothing yang ada dikota Malang dan Analisis data penelitian menggunakan GSCA. Hasil analisis menunjukkan variabel discomfot dan insecurity memiliki hasil negatif terhadap perceived ease of use.

FACTORS AFFECTING THE ADOPTION OF ELECTRONIC MONEY USING TECHNOLOGY ACCEPTANCE MODEL AND THEORY OF PLANNED BEHAVIOR

2019 ◽  
Vol 24 (1) ◽  
pp. 100-113
Author(s):  
Filona ◽  
Misdiyono
Keyword(s):  
Theory Of Planned Behavior ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Electronic Money ◽  
Factors Affecting ◽  
Acceptance Model

With the rapid growth of information technology, electronic money has played an important and central role in the e-payment. Development of electronic money is able to create a trend less-cash society, which is a society’s behavior using non- cash transactions by utilizing the simplicity offered through electronic transactions. The purpose of this research is to determine the factors affecting the intention to use electronic money. We designed a questionnaire and used it to survey a simple random sampling of people who use of e-money in DKI Jakarta. The actual samples used for the study are 125 respondents. We analyzed the data using Structured Equation Modeling to evaluate the strength of the hypothesized effects. The result of the analysis showed that perceived ease of use has no significant effect on attitudes towards the use of e-money. Perceived ease of use has a significant effect on the perceived usefulness of e-money. Perceived usefulness has no significant effect on the intention to use e-money. Perceived usefulness has a significant effect on attitudes towards the use of e-money. Attitude has a significant effect on the intention to use e-money. Subjective norm has a significant effect on the intention to use e-money. Perceived behavioral control has no significant effect on the intention to use e-money. Keywords: electronic money, technology acceptance model, the theory of planned behavior.

scholarly journals BlocklyXR: An Interactive Extended Reality Toolkit for Digital Storytelling

2021 ◽  
Vol 11 (3) ◽  
pp. 1073
Author(s):  
Kwanghee Jung ◽  
Vinh T. Nguyen ◽  
Jaehoon Lee
Keyword(s):  
Technology Acceptance ◽  
Digital Storytelling ◽  
Visual Programming ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Programming Approach ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Positive Effects ◽  
Block Based

Traditional in-app virtual reality (VR)/augmented reality (AR) applications pose a challenge of reaching users due to their dependency on operating systems (Android, iOS). Besides, it is difficult for general users to create their own VR/AR applications and foster their creative ideas without advanced programming skills. This paper addresses these issues by proposing an interactive extended reality toolkit, named BlocklyXR. The objective of this research is to provide general users with a visual programming environment to build an extended reality application for digital storytelling. The contextual design was generated from real-world map data retrieved from Mapbox GL. ThreeJS was used for setting up, rendering 3D environments, and controlling animations. A block-based programming approach was adapted to let users design their own story. The capability of BlocklyXR was illustrated with a use case where users were able to replicate the existing PalmitoAR utilizing the block-based authoring toolkit with fewer efforts in programming. The technology acceptance model was used to evaluate the adoption and use of the interactive extended reality toolkit. The findings showed that visual design and task technology fit had significantly positive effects on user motivation factors (perceived ease of use and perceived usefulness). In turn, perceived usefulness had statistically significant and positive effects on intention to use, while there was no significant impact of perceived ease of use on intention to use. Study implications and future research directions are discussed.

Factors Influencing Citizens' Intention to Use E-Government Services

2017 ◽  
Vol 13 (1) ◽  
pp. 14-32 ◽  
Author(s):  
Isaac Kofi Mensah ◽  
Mi Jianing ◽  
Dilawar Khan Durrani
Keyword(s):  
Service Quality ◽  
Technology Acceptance ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Korean Students ◽  
Moderation Effect ◽  
Perceived Service Quality ◽  
Government Services

The purpose of this research paper is to investigate the determinates of Korean students in China to use e-government services. A total of 400 structured research questionnaire instruments was designed and administered to potential respondents of which 93.75% responded. The Technology Acceptance Mode (TAM) was used as a theoretical framework for this study. The data gathered was analyzed with SPSS version 20. The results show that all the predictors (Perceived Usefulness, Perceived Ease of Use, Perceived Service Quality, and Citizen Trust) investigated are significant positive determiners of Korean students' intention to adopt and use e-government services. The results further indicated that Citizen Trust positively and significantly moderated the positive relationship between perceived ease of use, perceived service quality and intention to use e-government services but failed to show any positive moderation effect on perceived usefulness and intention to use e-government services. The implications of these findings are further discussed.

scholarly journals Analysis of E-Marketplace Use in East Java’s MSMEs Using the Technology Acceptance Model Approach

2021 ◽  
Author(s):  
Rurid Dwi Anggraeny ◽  
Imam Baihaqi
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Behavioral Intention ◽  
Technology Use ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Acceptance Model ◽  
Behavioral Intention To Use

The e-commerce industry has the potential to be one of the drivers of the domestic economy. One of the impacts of the advancement of e-commerce is the emergence of many online-based marketplaces or so-called e-marketplaces. However, a lot of these online marketplaces sell 90% imported products. In addition, the outbreak of Covid-19 in Indonesia has prompted the government to establish several policies that have significantly reduced MSME performance by up to 70-100%. This study aimed to provide an empirical analysis of the influence of factors based on the Technology of Acceptance Model (TAM) approach, namely e-marketplace self-efficacy, complexity, perceived usefulness, perceived ease of use, attitude towards using, behavioral intention to use, and actual technology use in e-marketplaces. The sample consisted of MSMEs in East Java, especially those engaged in the food and beverage industry sector with ready-to-eat processed food products whose business activities use the Shopee e-marketplace application platform. This is an online shopping marketplace focused on mobile platforms. There were 150 respondents. The Structural Equation Model (SEM) was used. E-marketplace self-efficacy, complexity, perceived usefulness, perceived ease of use, attitude towards using, behavioral intention to use, and actual technology use in e-marketplaces all had positive effects on each other. This showed that a system that offers convenience will improve behavior, habits, and performance for MSMEs in using e-marketplace activities. The theoretical and methodological implications and opportunities for further research are discussed. Keywords: MSMEs, e-marketplace, technology acceptance model

A comprehensive acceptance model for smart home services

2022 ◽  
Vol 6 (1) ◽  
pp. 45-58 ◽  
Author(s):  
Amer Al-Husamiyah ◽  
Mahmood Al-Bashayreh
Keyword(s):  
Technology Acceptance ◽  
Smart Home ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Equation Modeling ◽  
Smart Devices ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Acceptance Model

Smart home services (SHSs) afford users an effective lifestyle management system, which provides human-oriented networking of smart devices and applications that enable users to control their homes from anywhere at any time. Despite the benefits of SHSs, however, their acceptance is very low. There remains a gap in the literature in terms of a comprehensive model that addresses users’ intention to use SHSs. To address this gap, the present study explored the factors that influence SHS acceptance among users based on well-established theoretical frameworks, such as the technology acceptance model, innovation diffusion theory, and the theory of planned behavior. To this end, the study integrated four additional factors, namely, perceived convenience, perceived connectedness, perceived cost, and perceived privacy risk, into the exploration and carried out structural equation modeling to quantitatively determine the effects of these factors. Questionnaires were administered to 750 users. The findings indicated that perceived compatibility, perceived convenience, perceived connectedness, perceived cost, perceived behavioral control with perceived usefulness, and perceived ease of use directly and indirectly exerted a significant influence on users’ intention to use SHSs.

A Holistic Model Proposal to Better Understand Mobile Purchases

2021 ◽  
Vol 17 (3) ◽  
pp. 84-97
Author(s):  
Sinda Agrebi
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Perceived Risk ◽  
Purchase Intention ◽  
Mobile Internet ◽  
Ease Of Use ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Holistic Model ◽  
Acceptance Model

This research suggests a model to explain mobile purchase intention via smartphones based on the technology acceptance model to which specific variables to the m-commerce context were added: perceived risk, innovativeness, ubiquity, and trust in mobile internet. To that aim, a quantitative study was conducted with 400 French mobile users (200 buyers and 200 non-buyers) and was based on a purchase simulation of a train ticket on a mobile site up to the point of payment. The results show that the usefulness (explained by the innovativeness, the ubiquity and trust toward mobile Internet) and the perceived risk (explained by the innovativeness) have an impact on the intention to use unlike the perceived ease of use.

The Intention to Use Mobile Digital Library Technology

2018 ◽  
pp. 931-953
Author(s):  
Sumayyah Hassan Alfaresi ◽  
Kate Hone
Keyword(s):  
Qualitative Study ◽  
Technology Acceptance ◽  
Digital Library ◽  
Perceived Value ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Facilitating Conditions ◽  
Library Technology

This paper presents a qualitative study on student adoption of mobile library technology in a developing world context. The findings support the applicability of a number of existing constructs from the technology acceptance literature, such as perceived ease of use, social influence and trust. However, they also suggest the need to modify some adoption factors previously found in the literature to fit the specific context of mobile library adoption. Perceived value was found to be a more relevant overarching adoption factor than perceived usefulness for this context. Facilitating conditions were identified as important but these differed somewhat from those covered in earlier literature. The research also uncovered the importance of trialability for this type of application. The findings provide a basis for improving theory in the area of mobile library adoption and suggest a number of practical design recommendations to help designers of mobile library technology to create applications that meet user needs.

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