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 The Indirect Effect of Computer Self-Efficacy of E-Commerce Users on Intention to Use

2020 ◽  
Vol 3 (2) ◽  
pp. 75-85
Author(s):  
Tessa Vanina Soetanto ◽  
Adelina Proboyo ◽  
Prilya Angel Putri
Keyword(s):  
Technology Acceptance ◽  
Behavioral Intention ◽  
Self Efficacy ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
The Impact ◽  
Computer Self Efficacy

E-commerce market in Indonesia has tremendous growth and predicted to become significant contributor to Foreign Direct Investment. Millennials, heavily affected by technology and internet, considered to be the driver growth of e-commerce. Applying the theory of modified Technology Acceptance Model (TAM), this research analyzes whether perceived of ease of use and perceived usefulness mediate the impact of computer self-efficacy on the behavior of e-commerce users to use Lazada platform. The study was a quantitative study with online questionnaire. Data of 200 respondents were analyzed by Structural Equation Modelling and the result shows that computer self-efficacy indirectly affects behavioral intention to use through perceived ease of use. Perceived usefulness and attitude towards use are not significant mediators because of their insignificance on intention to use. Computer self-efficacy has significant impact on behavioral intention mediated by perceived ease of use, but not by perceived usefulness.

Factors Influencing Consumer Adoption for Network Fellowship Auction in Taiwan

2016 ◽  
Vol 8 (1) ◽  
pp. 50-62 ◽  
Author(s):  
Yi-Fen Chen ◽  
Chia-Wen Tsai ◽  
Yen-Fang Tseng
Keyword(s):  
Self Efficacy ◽  
Perceived Risk ◽  
Online Survey ◽  
Structural Equation Models ◽  
Perceived Value ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Product Involvement ◽  
Computer Self Efficacy

The emerging online economy in recent years has facilitated the rapid growth of e-commerce, such as Internet bank, e-wallet, and electronic bidding. Network fellowship auction is a collective effort by people who network and pool their money together by Internet in order to invest in and support efforts initiated by other people or organizations. Network fellowship auction has replaced conventional fellowship auction by offering a new safer and faster financial instrument. This research investigated the determinants of network fellowship auction user acceptance, including consumer perceived risk, perceived value, computer self-efficacy, and product involvement. An online survey was used with a sample of 446 respondents. Structural equation models (SEM) were used to examine hypotheses in the theoretical framework. The results showed that consumer perceived risk substantially negatively influenced perceived ease of use and intention; consumer perceived value positively influenced perceived usefulness; consumer computer self-efficacy positively influenced perceived ease of use. Additionally, consumer perceived usefulness, perceived ease of use, and product involvement positively influenced consumer intention.

scholarly journals ANALISIS PENERIMAAN E-LEARNING MENGGUNAKAN TECHNOLOGY ACCEPTANCE MODEL (TAM) (STUDI KASUS: UNIVERSITAS ATMA JAYA YOGYAKARTA)

2017 ◽  
Vol 1 (2) ◽  
pp. 87-98 ◽  
Author(s):  
Flourensia Sapty Rahayu ◽  
Djoko Budiyanto ◽  
David Palyama
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Behavioral Intention ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
Actual Usage ◽  
E Learning ◽  
Acceptance Model

Dalam implementasi sebuah sistem informasi di suatu institusi, perlu dipertimbangkan  bagaimana penerimaan pengguna terhadap sistem informasi tersebut. Penerapan sistem informasi dapat dikatakan gagal jika pengguna ternyata tidak dapat menerima atau tidak mau menggunakan sistem informasi tersebut. Sebagai sebuah institusi pendidikan, Universitas Atma Jaya Yogyakarta (UAJY) juga mengimplementasikan sistem e-learning untuk mendukung proses belajar mengajar. Pengguna wajib dari e-learning ini adalah dosen dan mahasiwa. Sejak diterapkan belum pernah diadakan evaluasi mengenai penerimaan pengguna terhdap sistem e-learning ini. Penelitian ini dilakukan untuk melakukan pengujian terhadap penerimaan pengguna (mahasiswa) terhadap e-learning dengan menggunakan Technology Acceptance Model (TAM). Pengujian dilakukan dengan mengukur pengaruh antar variabel dalam model TAM yang meliputi variabel Perceived Ease of Use, Perceived Usefulness, Attitude Toward Using, Behavioral Intention dan Actual Usage. Metode pengujian statistik yang dilakukan yaitu uji statistik validitas, reliabilitas, normalitas, dan menguji pengaruh faktor menggunakan Structural Equation Model (SEM). Sumber data didapatkan dengan metode kuesioner yang dibagikan kepada responden mahasiswa UAJY dari seluruh fakultas. Dari enam hipotesis yang diajukan satu hipotesis dinyatakan tidak diterima, yaitu hipotesis yang menyatakan Perceived Usefulnes berpengaruh terhadap Behavioral Intention. Kelima hipotesis yang lain yaitu Perceived Ease of Use berpengaruh terhadap Perceived Usefulnes, Perceived Usefulnes berpengaruh terhadap Attitude Toward Using, Perceived Ease of Use berpengaruh terhadap Attitude Toward Using, Attitude Toward Using berpengaruh terhadap Behavioral Intention, Behavioral Intention berpengaruh terhadap Actual Usage dinyatakan dapat diterima.

Acceptance and Satisfaction of Learning Management System Enabled Blended Learning Based on a Modified DeLone-McLean Information System Success Model

2018 ◽  
Vol 9 (3) ◽  
pp. 52-71 ◽  
Author(s):  
Samar Ghazal ◽  
Hanan Aldowah ◽  
Irfan Umar ◽  
Brandford Bervell
Keyword(s):  
Blended Learning ◽  
Self Efficacy ◽  
Structural Equation ◽  
Computer Anxiety ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
System Quality ◽  
Perceived Ease Of Use ◽  
Computer Self Efficacy

The utmost reason for this article is to present a detailed assessment of the salient antecedents(computer anxiety, technology related experience, computer self-efficacy, quality of service, quality of system, quality of system's output information, perceived usefulness and perceived ease of use) in determining students' approval and onward contentment towards using LMS in a blended learning environment. In view of this, the study employed a quantitative research design utilizing a questionnaire as the data collection instrument. Data was then obtained from 174 undergraduate students with Partial Least Squares Structural Equation Modelling (PLS-SEM) technique used for data analysis. The study revealed indicators such as perceived usefulness, the quality of the system and computer self efficacy as fundamental determinants of students' acceptance and satisfaction with blended learning. The study recommended among others that in order to achieve satisfaction and acceptance towards LMS usage for blended learning in higher education, institutions need to pay attention to these crucial variables prior to full implementation.

The Impact of Computer Self-Efficacy and System Complexity on Acceptance of Information Technologies

2011 ◽  
pp. 264-275
Author(s):  
Bassam Hasan ◽  
Jafar M. Ali
Keyword(s):  
Behavioral Intention ◽  
Indirect Effects ◽  
Self Efficacy ◽  
Information Technologies ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
System Complexity ◽  
Research And Practice ◽  
Computer Self Efficacy

The acceptance and use of information technologies by target users remain a key issue in information systems (IS) research and practice. Building on past research and integrating computer self-efficacy (CSE) and perceived system complexity (SC) as external variables to the technology acceptance model (TAM), this study examines the direct and indirect effects of these two factors on system eventual acceptance and use. Overall, both CSE and SC demonstrated significant direct effects on perceived usefulness and perceived ease of use as well as indirect effects on attitude and behavioral intention. With respect to TAM’s variables, perceived ease of use demonstrated a stronger effect on attitude than that of perceived usefulness. Finally, attitude demonstrated a non-significant impact on behavioral intention. Several implications for research and practice can be drawn from the results of this study.

College Learning From Classrooms to the Internet: Adoption of the YouTube as Supplementary Tool in COVID-19 Pandemic Environment

2021 ◽  
pp. 001312452110625
Author(s):  
Dawei Liu ◽  
Jinlin Luo
Keyword(s):  
Behavioral Intention ◽  
User Satisfaction ◽  
Self Efficacy ◽  
Structural Equation ◽  
Online Survey ◽  
User Behavior ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
The Internet ◽  
Perceived Ease Of Use

To prevent the further spread of COVID-19, many teachings were transferred to the Internet. This study unearths the motivations to participate in YouTube as a supplementary learning resource among college students to fight COVID-19. Using an integration and development of TAM and TTF model with 302 registered YouTube students completed an online survey that helped understanding user behavior. Employing a structural equation model on the sample indicated that behavioral intention was significantly influenced by perceived ease of use, perceived usefulness, user satisfaction, and YouTube self-efficacy. However, task technology fit and content richness were not significantly predictive of behavioral intention. Moreover, perceived ease of use and YouTube self-efficacy also was not significantly predictive perceived usefulness. The implications of integrating and development of TAM and TTF with content richness and YouTube self-efficacy model are discussed.

scholarly journals Factors Influencing Students' Intention to Use E-learning System: A Case Study Conducted in Vietnam

2020 ◽  
Vol 15 (18) ◽  
pp. 165
Author(s):  
Hanh Thi Hai Nguyen ◽  
Hau Van Pham ◽  
Ngan Hoang Vu ◽  
Hue Thi Hoang
Keyword(s):  
Self Efficacy ◽  
Subjective Norm ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Learning System ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
E Learning ◽  
System Characteristics ◽  
Computer Self Efficacy

This study was conducted to evaluate the factors influencing students’ intention to use E-learning system. Seven dimensions in this study were determined are Computer self-efficacy, Computer experience, Enjoyment, System characteristics and Subjective norm, Perceived ease of use, and Perceived usefulness. In which, Computer self-efficacy, Computer experience, Enjoyment and System characteristics impact on Perceived usefulness of E-learning, while Computer self-efficacy, System characteristics and Subjective norm impact on Perceived ease of E-learning use. Perceived usefulness and Perceived ease of use impact on Intention to use E-learning. The research methodology was conducted in a survey with participation of 246 respondents from 20 universities. The data was analyzed by using descriptive statistics, factor analysis and regression. The empirical results showed that Computer self-efficacy has no impact on Perceived usefulness of E-learning, and System characteristics has no impact on Perceived ease of E-learning use. Finally, this study recommended some solutions, which universities thereby makes some recommendations to universities to attract more students in participating in E-learning until it is officially implemented for the universities’ training systems.

A case-study to examine doctors’ intentions to use IoT healthcare devices in Iraq during COVID-19 pandemic

2020 ◽  
Vol ahead-of-print (ahead-of-print) ◽  
Author(s):  
Ameer Alhasan ◽  
Lukman Audah ◽  
Ishaq Ibrahim ◽  
Ammar Al-Sharaa ◽  
Ali Saadon Al-Ogaili ◽  
...  
Keyword(s):  
Behavioral Intention ◽  
Self Efficacy ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Healthcare Sector ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Content Type ◽  
Behavioral Intention To Use ◽  
Computer Self Efficacy

Purpose Several countries have been using internet of things (IoT) devices in the healthcare sector to combat COVID-19. Therefore, this study aims to examine the doctors’ intentions to use IoT healthcare devices in Iraq during the COVID-19 pandemic. Design/methodology/approach This study proposed a model based on the integration of the innovation diffusion theory (IDT). This included compatibility, trialability and image and a set of exogenous factors such as computer self-efficacy, privacy and cost into the technology acceptance model comprising perceived ease of use, perceived usefulness, attitude and behavioral intention to use. Findings The findings revealed that compatibility and image of the IDT factors, have a significant impact on the perceived ease of use, perceived usefulness and behavioral intention, but trialability has a significant impact on perceived ease of use, perceived usefulness and insignificant impact on behavioral intention. Additionally, external factors such as privacy and cost significantly impacted doctors’ behavioral intention to use. Moreover, doctors’ computer self-efficacy significantly influenced the perceived ease of use, perceived usefulness and behavioral intention to use. Furthermore, perceived ease of use has a significant impact on perceived usefulness and attitude, perceived usefulness has a significant impact on attitude, which, in turn, significantly impacting doctors' behavior toward an intention to use. Research limitations/implications The limitations of the present study are the retractions of the number of participants and the lack of qualitative methods. Originality/value The finding of this study could benefit researchers, doctors and policymakers in the adaption of IoT technologies in the health sectors, especially in developing counties.

scholarly journals Investigating The Effect of Behavioral Intention on E-learning Systems Usage: Empirical Study on Tertiary Education Institutions in Ghana

2018 ◽  
Vol 9 (3) ◽  
pp. 201-216 ◽  
Author(s):  
Kenneth Wilson Adjei Budu ◽  
Mu Yinping ◽  
Kingsford Kissi Mireku
Keyword(s):  
Behavioral Intention ◽  
Self Efficacy ◽  
Behavioral Intentions ◽  
Tertiary Education ◽  
Ease Of Use ◽  
Learning Systems ◽  
Perceived Usefulness ◽  
Learning System ◽  
Perceived Ease Of Use ◽  
E Learning

Abstract The objective of the study aimed at assessing the relationship that exists between antecedents of behavioral intentions, and how they impact on the usage of E-learning systems in tertiary institutions in Ghana. Empirical data for the study was obtained through a survey from 237 respondents made up of; governing council members, school management members, faculty members, ICT department staff and students from five tertiary education institutions in Ghana. The study developed an extended Technology Acceptance Model (TAM) by incorporating an external variable, self-efficacy. The hypothesized model was examined using Partial Least Squares Structural Equation Modelling (PLSSEM) technique using Smart PLS version 12 software. The paper argues that perceived usefulness, perceived ease of use and self-efficacy influenced individual’s behavioral intentions to utilize E-learning systems. However, the findings confirm that, through the mediating role of individuals’ behavioral intention to use, self-efficacy is the most influential factor that affects individual’s behavioral intentions to utilize E-learning systems in Ghana’s tertiary education institutions, relative to perceived usefulness and perceived ease of use. This result implies that self-efficacy is the main behavioral intention factor in determining E-learning system utilization, in Ghana’s tertiary education context. This study satisfies or fills an E-learning utilization literature shortfall by the extension of the Technological Acceptance Model (TAM) to investigate antecedents of behavioral intentions and their impact on E-learning systems usage among tertiary education institutions. Also, the study demonstrates the importance of behavioral intention-to-use as playing a full mediating role between self-efficacy and E-learning system usage.

Examining the Effects of Computer Self-Efficacy and System Complexity on Technology Acceptance

2008 ◽  
pp. 1074-1087
Author(s):  
Bassam Hasan
Keyword(s):  
Technology Acceptance ◽  
Behavioral Intention ◽  
Indirect Effects ◽  
Self Efficacy ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Perceived Ease Of Use ◽  
System Complexity ◽  
Research And Practice ◽  
Computer Self Efficacy

Despite the prevalence of computing in all aspects of society, some computer systems may not be fully accepted by their intended users or become underutilized. Thus, acceptance and use of information technologies remain a paramount issue in information systems (IS) research and practice. Extending previous research by integrating computer self-efficacy and perceived system complexity as external variables to the technology acceptance model (TAM), this study examines the direct and indirect effects of these two factors on system acceptance and use. The results indicated that computer self-efficacy and system complexity had significant direct effects on perceived usefulness and perceived ease of use as well as indirect effects on attitude and behavioral intention. However, the effect of perceived ease of use on attitude was stronger than that of perceived usefulness. In turn, attitude demonstrated a non-significant impact on behavioral intention. These findings highlight several implications for research and practice.

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