Factors Influencing Intention to Technological Use in Older Adults. The TAM Model Aplication

2021 ◽  
pp. 016402752110637
Author(s):  
Antonio V. Martín-García ◽  
Rosa Redolat ◽  
Sacramento Pinazo-Hernandis
Keyword(s):  
Older Adults ◽  
Digital Technology ◽  
Structural Equation ◽  
Structural Equation Models ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Functional Adaptation ◽  
Perceived Ease Of Use ◽  
Tam Model ◽  
Main Determinants

The use of digital technology by older adults has improved in recent years in response to the need for their functional adaptation to an increasingly technological social context. Understanding this type of technological adaptation has recently become an important field of inquiry in both social and gerontological studies. Working within this framework, the aim of this study is to identify the main determinants that influence the intention of older people to use digital technology in their daily lives, using the Technological Acceptance Model. A study was carried out with the participation of 1155 people over 65 years of age in Spain. Confirmatory Factor Analysis and structural equation models (SEM) were performed. The results show that the TAM is a useful model to explain the intention of older adults to use Digital Technology, showing a high predictive power, highlighting Perceived Usefulness and Perceived Ease of Use as the main predictor variables.

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 4G Adoption in India : An Extended TAM Model

2019 ◽  
Vol 8 (4) ◽  
pp. 2576-2579
Keyword(s):  
Structural Equation Modeling ◽  
Structural Equation ◽  
Practical Implication ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
The Other ◽  
Equation Modeling ◽  
Perceived Ease Of Use ◽  
Tam Model ◽  
Telecom Sector

The research focuses on 4G adoption scenario and revealing the important determinants that influence consumer’s decision regarding adopting 4G services in India. The determinants used in this research are Perceived Cos(PC), Perceived ease of use(PEOU), Social influence(SI), Self-efficacy(SE) and Perceived usefulness(PU). The study extended the TAM model by considering the other variables .371 respondents was chosen for the study using 4G telecom services in India. Hypothesis were tested using Structural Equation modeling (SEM). PUand SE are the significant determinants of 4G adoption. Many countries are formulating their marketing strategy regarding technology adoption and the model tested in the research plays has a practical implication in helping the stakeholders in the present revolution in the telecom sector.

scholarly journals Analisis Minat Penggunaan Mobile Banking Dengan Pendekatan Technology Acceptance Model (TAM) Yang Telah Dimodifikasi

2017 ◽  
Vol 4 (1) ◽  
pp. 24 ◽  
Author(s):  
Hanif Astika Kurniawati ◽  
Alfi Arif ◽  
Wahyu Agus Winarno
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Mobile Banking ◽  
Perceived Ease Of Use ◽  
Tam Model ◽  
External Variables ◽  
Using Data ◽  
Acceptance Model

This study aimed to analyze the factors that may affect students' perceptions about the intention to use mobile bankingapplications to support their daily activities. The research model was developed using a Technology Acceptance Modeldeveloped by Davis (1989), and by including three external variables that experience, complexity, and gander. The researchmodel empirically tested using data from a survey of students at the University of Jember. The sampling method in this studyusing a clustered random sampling. The questionnaire of 120 students who receive offers mobile banking service that qualifiesas a sample analyzed using Structural Equation Modelling (SEM) using AMOS 22.0. The results showed that all constructs inthe original TAM model was statistically significant. On the other hand, gender as external variables in this study had no effecton perceived usefulness and perceived ease of use. The implications of this study are relevant for students who are interested inusing mobile banking in order to better take into account the experience and ease of use. Mobile banking users is expected tobe more confident with using mobile banking can simplify their banking activity.

scholarly journals Pengaruh Kondisi Fasilitas dan Pengaruh Sosial Terhadap Konstruk Technology Acceptance Model pada Mahasiswa Konsumen GoPay dan OVO di Jakarta

2020 ◽  
Vol 4 (6) ◽  
pp. 328
Author(s):  
Alfa Gratia Pelupessy ◽  
Yanuar Yanuar
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Structural Equation ◽  
Sampling Technique ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
External Variable ◽  
Tam Model ◽  
Acceptance Model

The research conducted aims to examine the effect of facility conditions and social influences on the technology acceptance model (TAM) construct consisting of perceived usefulness, perceived ease of use, attitude toward using, behavioral intentions to use, and actual use to GoPay and OVO consumers. This research was conducted on students who are actively studying at Tarumanagara University, Trisakti University, and Atmajaya University who are also GoPay and OVO users in April 2019. The sampling technique used is based on the Slovin formula. Source of research data is the result of the distribution of questionnaire instruments, where the assessment of the response of each sample is measured using a Likert scale. The results of data collection are then analyzed using the structural equation model. The results of the study prove that the condition of the facility and social influence as an external variable in the TAM model under study has a positive effect on perceived ease and perceived benefits. The results of this study explain that the better the facilities, which include facilities and infrastructure in the use of GoPay and OVO as e-money, as well as the more people who use GoPay and OVO will tend to have an impact on the formation of perceptions of convenience and perceptions of benefits that are increasingly positive so as to encourage individuals to have a positive attitude and greater interest to use GoPay and OVO to help with the activities or activities undertaken.

SUMBER KEPERCAYAAN-KEPERCAYAAN DALAM NIAT MENGGUNAKAN SYNCHRONOUS E-LEARNING: STUDI EMPIRIS PADA PERGURUAN TINGGI DI YOGYAKARTA

2018 ◽  
Vol 13 (1) ◽  
pp. 1
Author(s):  
Eka Noor Asmara
Keyword(s):  
Behavioral Intention ◽  
Self Efficacy ◽  
Structural Equation ◽  
Structural Equation Models ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Top Management Commitment ◽  
E Learning ◽  
Computer Self Efficacy

This study aims to provide empirical evidence of the influence of individual factors, social factors and institutional factors as the antecedent of behavioral intention through beliefs in using the technology of synchronous e-learning, such as perceived usefulness and perceived ease of use. Analysis uses structural equation models by using smartPLS software. Results of this research shown the support of 6 out of 7 proposed hypothesis, namely that there is a significant positive relationship between top management commitment and support, references from colleagues and computer self efficacy against perceived usefulness and perceived ease of use. Keywords: behavioral intention, perceived usefulness, perceived ease of use, computer self efficacy, synchronous e-learning. ABSTRAKPenelitian ini bertujuan untuk memberikan bukti empiris pengaruh faktor individual, faktor sosial dan faktor institusional sebagai anteseden behavioral intention melalui kepercayaan-kepercayaan menggunakan teknologi synchronous e-learning, yaitu perceived usefulness dan perceived ease of use. Analisis menggunakan model persamaan structural dengan menggunakan software smartPLS. Hasil penelitian menunjukkan terdukungnya 6 dari 7 hipotesis yang diajukan yaitu terdapat hubungan positif signifikan antara dukungan dan komitmen manajemen puncak, referensi rekan sejawat dan computer self efficacy terhadap perceived usefulness dan perceived ease of use.Kata kunci: Niat perilaku, kegunaan yang dirasakan, persepsi kemudahan penggunaan, efikasi diri komputer, sinkron e-learning.

scholarly journals An Empirical Study into Consumer Acceptance of Dockless Bikes Sharing System Based on TAM

2021 ◽  
Vol 13 (4) ◽  
pp. 1831
Author(s):  
Jie Lyu ◽  
Jing Zhang
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Relevant Literature ◽  
Sharing Economy ◽  
Equation Model ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Research Results ◽  
Tam Model

The purpose of this study was to propose an extension model that integrated a technology acceptance model (TAM) with dockless bike-sharing (DLBS) features in order to investigate acceptable behavior when using DLBS. In total, 412 participants from China participated in the study. We used a structural equation model to test our research hypotheses. The research results showed that the extended TAM model provided a more comprehensive understanding of the behavior associated with this context. We observed that perceived usefulness, perceived ease of use, subjective norms, and facilitating conditions played an important role in the intention to use DLBS. Moreover, DLBS features played an important role in perceived usefulness and perceived ease of use. The use intention also had an important effect on use behavior. Surprisingly, the three traits of perceived usefulness did not affect perceived usefulness. As such, this study explored, from a consumer’s perspective, why sharing products are accepted. This study offers significant contributions to the relevant literature of the sharing economy. The research results offer enlightening findings for enterprises, as they encourage consumers to adopt the DLBS.

An Empirical Study of the Factors Affecting Mobile Shopping in Taiwan

2014 ◽  
Vol 10 (1) ◽  
pp. 19-30 ◽  
Author(s):  
Yi-Fen Chen ◽  
Yu-Chen Lan
Keyword(s):  
Technology Acceptance ◽  
Structural Equation ◽  
Online Survey ◽  
Structural Equation Models ◽  
Mobile Commerce ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Factors Affecting ◽  
Mobile Shopping

Mobile commerce has already become one of the trends in future developments. Therefore, mobile shopping in application of mobile commerce will become one of the services with a vast development potential. A technology acceptance model (TAM) with trust is utilized to explore influence of perceived ease of use and perceived usefulness in mobile shopping on customers' attitudes and behavioral intention to use, mobility, convenience and information richness, characterized by mobile commerce. An online survey was performed on a sample of 600 mobile users in Taiwan. Structural equation models (SEM) are used to examine hypotheses within the theoretical framework.

scholarly journals Students Perceptions, System Characteristics and Online Learning During the COVID-19 Epidemic School Disruption

2021 ◽  
Vol 19 (2) ◽  
pp. 1-19
Author(s):  
Benazir Quadir ◽  
Menghui Zhou
Keyword(s):  
Online Learning ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning Performance ◽  
Ministry Of Education ◽  
Perceived Ease Of Use ◽  
Tam Model ◽  
Main Determinants ◽  
Sound Learning ◽  
System Characteristics

Due to the emergency educational consequences of the COVID-19 epidemic, it is necessary to find an effective and alternative way of learning. Moreover, during this epidemic, the Chinese Ministry of Education announced the “Disrupted Classes, Undisrupted Learning” initiative, offering flexible online learning. With the aim of facilitating a sound learning environment when using online learning systems, various kinds of tools can be applied. Tencent Meeting is one tool that offers various learning features. This study aimed to investigate how students perceived the effect of the Tencent Meeting system features on the two main determinants of the TAM model, namely perceived ease of use (PEOU) and perceived usefulness (PU). The study further analyzed the effects of these two determinants on learning performance. Data were analyzed using regression analysis. The study found the Tencent Meeting system features could account for 55.1% of PEOU and 40% of PU. Another finding shows that PEOU and PU had a significant effect on the students' learning performance. Finally, a discussions and implications are presented.

scholarly journals Understanding an Extension Technology Acceptance Model of Google Translation: A Multi-Cultural Study in United Arab Emirates

2020 ◽  
Vol 14 (03) ◽  
pp. 157 ◽  
Author(s):  
Rana Saeed Al-Maroof ◽  
Said Abdelrahim Salloum ◽  
Ahmad Qasim AlHamadand ◽  
Khaled A. Shaalan
Keyword(s):  
Technology Acceptance ◽  
United Arab Emirates ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Target Language ◽  
Equation Modeling ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Tam Model

The importance of using Google Translate (GT) has become dominantly more effective. Most researchers, professors, and students rely on its translation as an immediate source of getting the information in different countries all over the world. However, the academic literature fails to acknowledge what factors could contribute to the user's intention to use GT, and consequently fail to discover the effects of using GT. The purpose of this study is to explore GT acceptance in UAE. It is assumed that users' attitude towards GT may vary based on the language used. The variations in languages are unidirectional from the source language (SL) to the target language (TL) and vice versa. The suggested analytical framework is based on an extended TAM model that is proposed by [1]. A quantitative methodology approach was adopted in this study. The hypothesized model is validated empirically using the responses received from a survey of 368 respondents were analyzed using structural equation modeling (SEM-PLS). Results indicated that Perceived Ease of Use, Perceived Usefulness, and Motivation have a significant impact on Behavioral Intention to use GT. In addition, Perceived Usefulness and Motivation significantly influenced Perceived Ease of Use. Furthermore, Perceived Usefulness is in turn influenced by Experience. The findings provide significant theoretical and practical implications for translation researchers, teachers, and MT system developers.

Determinants of e-learning adoption among students of developing countries

2016 ◽  
Vol 33 (4) ◽  
pp. 248-262 ◽  
Author(s):  
Richard Boateng ◽  
Alfred Sekyere Mbrokoh ◽  
Lovia Boateng ◽  
Prince Kwame Senyo ◽  
Eric Ansong
Keyword(s):  
Structural Equation ◽  
Quantitative Research ◽  
Direct Relationship ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Research Approach ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Tam Model ◽  
E Learning

Purpose – The purpose of this paper is to investigate the determinants of e-learning adoption (ELA) among students in the University of Ghana. Design/methodology/approach – A quantitative research approach comprising of a survey of 337 students was adopted. Data were collected using questionnaires designed in conjunction with 13 factors (computer self-efficacy (CSE), perceived ease of use (PEOU), perceived usefulness (PU) and attitude towards use (ATTU)) in the conceptual model of the study. Data analysis was conducted using structural equation modelling. Findings – The result revealed that PU and ATTU had a direct effect on ELA whilst, PU and PEOU also had a direct relationship on ATTU. Other variables such as CSE and PEOU had an indirect relationship on ELA though they were found to have an insignificant direct relationship on ELA. Practical implications – The level of significance of each construct identified in the study provide practical guidance to school administrators and instructors as to which factors to pay close attention to when implementing e-learning projects within their respective institutions. Originality/value – This study provides insight into ELA from the students’ perspective, through an extension of the TAM model in a developing country context given the existence of cultural differences and societal idiosyncrasies which exist in different contexts, particularly in Africa.

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