An Empirical Study to Validate the Technology Acceptance Model (TAM) in Explaining the Intention to Use Technology among Educational Users

2010 ◽  
Vol 6 (4) ◽  
pp. 1-12 ◽  
Author(s):  
Timothy Teo
Keyword(s):  
Data Analysis ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Structural Equation ◽  
Structural Models ◽  
Intention To Use ◽  
Equation Modelling ◽  
Acceptance Model ◽  
Acceptance Research ◽  
Study Offer

This study examines a sample (N=239) of pre-service teachers’ self-reported intention to use technology. The Technology Acceptance Model (TAM) was used as a research framework in which findings contribute to technology acceptance research by demonstrating the suitability of the TAM to explain the intention to use technology among educational users. Using the structural equation modelling for data analysis, a good fit was found for both the measurement and structural models. Overall, the results of this study offer evidence that the TAM is effective in predicting pre-service teachers’ intention to use technology. This paper concludes with a discussion of the limitations and recommendations for further study.

An Empirical Study to Validate the Technology Acceptance Model in Explaining the Intention to Use Technology among Educational Users

2012 ◽  
pp. 282-294 ◽  
Author(s):  
Timothy Teo
Keyword(s):  
Data Analysis ◽  
Empirical Study ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Structural Equation ◽  
Structural Models ◽  
Intention To Use ◽  
Acceptance Model ◽  
Acceptance Research ◽  
Study Offer

This study examines a sample (N=239) of pre-service teachers’ self-reported intention to use technology. The Technology Acceptance Model (TAM) was used as a research framework in which findings contribute to technology acceptance research by demonstrating the suitability of the TAM to explain the intention to use technology among educational users. Using the structural equation modelling for data analysis, a good fit was found for both the measurement and structural models. Overall, the results of this study offer evidence that the TAM is effective in predicting pre-service teachers’ intention to use technology. This paper concludes with a discussion of the limitations and recommendations for further study.

Analyzing Factors Influencing Behavior Intention to Use Snapchat and Instagram Stories

2017 ◽  
Vol 4 (2) ◽  
pp. 75-81 ◽  
Author(s):  
Vincent Valiant Coa ◽  
Johan Setiawan
Keyword(s):  
Structural Equation Modeling ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Social Presence ◽  
Structural Equation ◽  
Equation Modeling ◽  
Intention To Use ◽  
Generation Z ◽  
Acceptance Model ◽  
Behavioral Intention To Use

Snapchat, and Instagram are two social networks which recently gain their users after adopting such a feature called "Story" which allows a certain post to be disappeared after a certain time. This research takes up this technology trends analyzing the factors that probably affect the behavioral intention to use Snapchat and Instagram stories among generation Z. Factors are analyzed using Structural Equation Modeling, with basis model and variables from Technology Acceptance Model. Data collection was targeted to finished within 1 week using online questionnaire with respondent from Jakarta and Tangerang for 100 respondent that are using both Snapchat stories and Instagram Stories. There are two tools researcher usually use to analyze Structural Equation Modeling: SPSS AMOS and LISREL. In this research, researchers choose AMOS. From six hypothesis proposed for Snapchat analysis, four hypothesis is accepted, while the other two are rejected. Meanwhile, on Instagram Stories analysis, five hypothesis is accepted and one hypothesis is rejected. This study finds out the Social Presence is an exogenous variable which has a major role in affecting other variables. While Perceived Enjoyment influenced the behavioral intention to use Snapchat and Instagram Stories the most. Index Terms—Structural Equation Modeling, Technology Acceptance Model, influence, generation Z, Snapchat, Instagram REFERENCES [1] L. Chin and Z. Ahmad, "Perceived Enjoyment and Malaysian Consumers’ Intention to Use a Single Platform EPayment", SHS Web of Conferences, vol. 18, 2015. [2] M. Ariff, T. Shan, N. Zakuan, N. Ishak and M. Wahi, "Examining Users' E-Satisfaction in the Usage of Social Networking Sites; Contribution from Utilitarian and Hedonic Information Systems", IOP Conference Series: Materials Science and Engineering, vol. 58, 2014. [3] K. Hassanein and M. Head, "Manipulating perceived social presence through the web interface and its impact on attitude towards online shopping", International Journal of HumanComputer Studies, vol. 65, no. 8, pp. 689-708, 2007. [4] P. Surendran, "Technology Acceptance Model: A Survey of Literature", 2012. [5] F. Davis, "Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology", MIS Quarterly, vol. 13, no. 3, p. 319, 1989

Assessment of A Mobile Educational Coaching App

2018 ◽  
Vol 14 (1) ◽  
pp. 22-43
Author(s):  
Niousha Shahidi ◽  
Vesselina Tossan ◽  
Silvia Cacho-Elizondo
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Structural Equation ◽  
Online Survey ◽  
Causal Structure ◽  
Convenience Sample ◽  
Equation Modelling ◽  
Educational Coaching ◽  
Acceptance Model ◽  
Type Of School

This article explores which antecedents explain intentions to adopt a mobile coaching app. To that end, this study describes a coaching service designed to guide/encourage students throughout their studies in order to validate a new model of planned behavior based on the Technology Acceptance Model and the Goal-Directed Behavioral theory. The methodology included a short qualitative study and an online survey to examine the theoretical model which is based on scales tested in previous studies. The convenience sample is composed of students (Bachelor and Master/MBA) with the results analyzed using structural equation modelling to test the proposed model's causal structure. The results show different adoption patterns by gender and type of school.

Understanding Vietnamese Consumer Intention to Use Online Retailer Websites

2020 ◽  
Vol 12 (2) ◽  
pp. 1-15
Author(s):  
A. F. M. Jalal Ahamed ◽  
Yam Limbu ◽  
Long Pham ◽  
Ha Van Nguyen
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Perceived Risk ◽  
Structural Equation ◽  
Online Shopping ◽  
Equation Model ◽  
Ease Of Use ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Acceptance Model

This study examines the applicability of an extended technology acceptance model (TAM) that incorporates trust, perceived risk, and self-enhancement as antecedents to the TAM constructs. Data collected from 299 Vietnamese online consumers, through a self-administered survey, were entered into a structural equation model using AMOS 23 to establish causality. The results partially confirm the applicability of TAM to the online shopping intentions of Vietnamese consumer, though contrary to expectations, perceived ease of use does not predict behavioral intentions. Trust and self-enchantment fit well with the TAM; the inclusion of perceived risk as an antecedent is questionable. The findings offer new opportunities for explaining TAM theory in light of Schwartz's value dimensions. This article thus concludes with a discussion of the research contributions and implications.

scholarly journals Analisis Penggunaan Layanan Mobile Banking Terhadap Transaksi Pembayaran Menggunakan Metode Extended TAM

2021 ◽  
Vol 7 (1) ◽  
pp. 85
Author(s):  
Danielle Eudora Crystle Rampen ◽  
Jay Idoan Sihotang
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Structural Equation Modelling ◽  
Structural Equation ◽  
Mobile Banking ◽  
Equation Modelling ◽  
Acceptance Model

Sebuah organisasi pasti memiliki tiga hal, yaitu tempat, pekerja, dan sebuah operasi ataupun sistem yang dapat membantu pekerjaan. Pada awalnya sebuah organisasi masih mengerjakan segala sesuatu secara manual sehingga dibutuhkan sebuah teknologi agar dalam proses mengumpulkan informasi, pengambilan keputusan, dan menjalankan pekerjaan dapat berjalan dengan baik. Kebutuhan pekerja dalam organisasi seperti penggajian dan transaksi pembayaran dalam kehidupan pribadi dengan adanya teknologi menjadi tidak perlu untuk mengantri panjang saat ingin membayar sesuatu atau menunggu lama untuk menerima upah gaji. Teknologi yang sangat dibutuhkan saat ini disebut mobile banking. Penelitian ini bertujuan untuk menganalisis penggunaan mobile banking terhadap transaksi pembayaran pada pendeta dan pekerja Konferens DKI Jakarta dengan menggunakan metode Extended Technology Acceptance Model (TAM). Dalam memperoleh hasil menggunakan analisis Structural Equation Modelling (SEM) menggunakan program SPSS dan AMOS versi 22. Hasil penelitian ini menunjukkan bahwa konstruk model TAM berhubungan secara signifikan dan pada bagian lain ada yang tidak mempunyai pengaruh sehingga pengguna mobile banking dapat diharapkan untuk lebih teliti dalam menggunakan mobile banking agar mempermudah segala aktivitas transaksi pembayaran. Kata kunci— Pembayaran, Transaksi, Mobile Banking, Technology Acceptance Model (TAM) 

scholarly journals TECHNOLOGY ACCEPTANCE MODEL (TAM) DALAM SURVEI BIDANG KEPENDUDUKAN DAN KELUARGA BERENCANA

2019 ◽  
Vol 9 (2) ◽  
pp. 71
Author(s):  
Sukarno Sukarno ◽  
Nur Laila Meilani
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Structural Equation ◽  
Ease Of Use ◽  
Perceived Usefulness ◽  
Intention To Use ◽  
Perceived Ease Of Use ◽  
Actual System ◽  
Behavior Intention ◽  
Acceptance Model

Technology Acceptance Model (TAM) dalam Survei Bidang Kependudukan danKeluarga Berencana. Terjadi perubahan dalam teknik atau cara pengumpulan data dalam surveidi bidang kependudukan dan Keluarga Berencana/KB (selanjutnya disebut Survei Kinerja danAkuntabilitas Program/SKAP) yang semula dilakukan secara manual dan paper based menjadisistem yang berbasis smartphone yang menggunakan platform Open Data Kit (ODK). Sistemini mengubah semua rangkaian pengumpulan data menjadi paperless dan electronic based.Penelitian ini bertujuan untuk (a) mengukur tingkat pengaruh perceived ease of use terhadapperceived usefulness ; (b) mengukur tingkat pengaruh perceived ease of use terhadapattitude towards using: (c) mengukur tingkat pengaruh perceived usefulness terhadap behaviorintention to use; (d) mengukur tingkat pengaruh perceived usefulness terhadap attitude towardsusing; (e) mengukur tingkat pengaruh attitude towards using terhadap behavior intention touse; dan (f) mengukur tingkat pengaruh behavior intention to use terhadap actual system usedalam survei berbasis smartphone bidang kependudukan dan keluarga berencana di PulauSumatera. Populasi dalam kajian ini adalah seluruh enumerator dan supervisor survei SKAPyang ada di Pulau Sumatera, kemudian sampelnya ditetapkan menurut teknik estimasi maximumlikehood (ML) yaitu minimal 100 dna maksimal 400 responden. Analisis data dilakukan denganSEM (Structural Equation Modelling) dengan software AMOS (Analysis of Moment Structure).Hasil penelitian ini menunjukkan bahwa dari enam hipotesis yang diajukan, terdapat dua hipotesisyang diterima, yaitu (a) perceived ease of use mempunyai hubungan yang positif denganPerceived usefulness dengan nilai CR -4.31 >±1,96 dan angka probabilitasnya 0,001 (<0,05)dan (b) behavioral Intention to Use mempunyai hubungan yang positif dengan Actual SystemUse dengan CR = 2,819 >±1,96 dan probabilitas/P = 0,005 (<0,05).

Penerimaan Teknologi Studentsite Menggunakan The Structural Equation Modelling (SEM) pada Universitas Gunadarma

2021 ◽  
Vol 17 (1) ◽  
pp. 57
Author(s):  
Widya Khafa Nofa ◽  
Dewi Anggraini Puspa Hapsari
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Structural Equation Modelling ◽  
Structural Equation ◽  
Equation Modelling ◽  
Acceptance Model

Studentsite merupakan salah satu teknologi layanan informasi di lingkungan Universitas Gunadarma berbasis online, penyampaian informasi menggunakan aplikasi berbasis web akan meningatkan kualitas layanan dan informasi. Penelitian ini bertujuan untuk menganalisis faktor yang berpengaruh dalam persepsi kegunaan dan persepsi kemudahan sistem terhadap kondisi nyata sistem dan pengaruh persepsi kegunaan sistem terhadap kondisi nyata sistem pada layanan informasi mahasiswa dengan menggunakan kerangka Technology Acceptance Model (TAM) sebagai konseptual model dan Structural Equation Modelling (SEM) sebagai analisis data. Populasi pada penelitian ini adalah mahasiswa Universitas Gunadarma aktif 2020, sampel diambil secara acak sebanyak 50 orang dari seluruh mahasiswa Gunadarma yang aktif, data diolah menggunakan SEM dari paket software statistik AMOS versi 21.0. Hasil penelitian menunjukkan bahwa studentsite memberikan kemudahan mahasiswa dalam mengakses informasi khususnya dalam kegiatan akademik, hal ini mendorong mereka menggunakan studentsite dengan frekuensi yang tinggi dalam melakukan pekerjaanya sehingga dapat meningkatkan kinerjanya sebagai mahasiswa.

Analisis Tingkat Penerimaan Mahasiswa Terhadap Cloud File Hosting Services dengan Metode Technology Acceptance Model

2016 ◽  
Vol 6 (2) ◽  
pp. 136-139
Author(s):  
Andrianus Bennyanto ◽  
Marcelli Indriana
Keyword(s):  
Structural Equation Modeling ◽  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Structural Equation ◽  
Equation Modeling ◽  
Equation Modelling ◽  
Modeling Software ◽  
Index Terms ◽  
Google Drive ◽  
Acceptance Model

There are many mobile and desktop apps available to use for free. Starting from games to productivity apps. One type of productivity apps is cloud file hosting services such as Dropbox and Google Drive. This study aims to determine how Dropbox and Google Drive are accepted to the users. Not just want to get the factors of acceptance, but to get the root of the acceptance. By using the methodology of technology acceptance model and relying on statistical calculations of structural equation modeling software LISREL, the level of acceptance of these two popular applications will be known. Index Terms - Cloud Fire Hosting Services, Level of Acceptance, Technology Acceptance Model, Structural Equation Modelling, LISREL.

scholarly journals Revealing the effect of acculturation process on e-commerce acceptance

2018 ◽  
Vol 118 (6) ◽  
pp. 1251-1265 ◽  
Author(s):  
Ewelina Lacka ◽  
Nick K.T. Yip
Keyword(s):  
Technology Acceptance ◽  
Technology Acceptance Model ◽  
Structural Equation ◽  
Theory Of Planned Behaviour ◽  
Content Type ◽  
Host Culture ◽  
Acculturation Process ◽  
Equation Modelling ◽  
Acceptance Model ◽  
Changing Attitudes

PurposeThe popularity of e-commerce has increased significantly over recent years. However, this growth is not shared by all European Union states. One reason for this discrepancy is culture which impacts on e-commerce acceptance. The purpose of this paper is to reveal the effect of acculturation process on e-commerce acceptance.Design/methodology/approachStructural equation modelling is employed to test three research models: technology acceptance model, theory of planned behaviour model and motivational model.FindingsThe findings show that attitudes towards e-commerce change in relation to the perception of control and the influence of subjective norms, which impact intentions to use e-commerce before movement to a host country’s culture. However, its effect diminishes after the exposure to the influence of a host culture.Originality/valueThis is the first study to demonstrate the existence of the effect of acculturation process on mingling and migrating consumers and their changing attitudes towards e-commerce acceptance.

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