The Technology Acceptance Model (TAM) and the Continuance Intention

Structural Equation ◽

Computer Anxiety ◽

Perceived Usefulness ◽

Equation Modeling ◽

Continuance Intention ◽

Use Of Technology ◽

Acceptance Model ◽

In this study, we investigate the influence of two external influences i.e., Ease of finding and Computer anxiety on the technology acceptance model (TAM) and the continuance intention of using a popular course management system (CMS): WebCT. The study used a sample of 72 students that have experience using the software. The students came from four local higher education institutions. In order to study nature of the relationships among the constructs, eight (8) hypotheses were formulated and tested using a structural equation modeling technique: Partial Least Squares (PLS). The predictive power of the model was adequate and the study found support for seven of eight hypotheses. Regarding the impact of the antecedents on continuance intention in the use of technology, the results offer the following insights: when computer anxiety is low, students are able to use the system without much difficulty, and are likely to continue to use CMS in the future. Similarly, students will continue the tool as long as they find it easy to navigate. Perhaps due to contextual factors, the data did not support the relationship between Perceived usefulness and Usage. This particular finding is at variance with the TAM’s results and viewpoint. The study’s implications for research and practice are succinctly outlined.

The impact of technological alignment and advancement on firms’ project performance with mediating role of technology acceptance model

Human Systems Management ◽

10.3233/hsm-190826 ◽

2020 ◽

pp. 1-12

Author(s):

Kamila Shahid ◽

Qing Yang ◽

Abdul Waheed ◽

Yasir Rashid

Keyword(s):

Technology Acceptance ◽

Structural Equation ◽

Project Performance ◽

Ease Of Use ◽

Perceived Usefulness ◽

Equation Modeling ◽

Perceived Ease Of Use ◽

Acceptance Model ◽

BACKGROUND: Nowadays, technology has become a vital capability for the organizations. It plays an essential role for all business operations and performances consequently it is crucial to uncover technological influence with respect to project performance. OBJECTIVES: This study examines the linkage of technological alignment (TAL) and technological advancement (TAD) on organizational project performance (OPP) with mediating influence of Technology Acceptance Model (TAM) considering two TAM attributes—perceived ease of use (PEOU) and perceived usefulness (PU) —. METHODS: Data were collected using a convenience sampling approach from the respondents associated with different business projects in China and analyzed using structural equation modeling and factor analysis. RESULTS: The findings affirmed the positive relationships of TAL and TAD on OPP. The study revealed the mediating influence of PEOU between TAL and OPP. The study further affirmed a positive mediation of PU between TAD and OPP, respectively. CONCLUSION: This study provides insights into how incorporation of technological and TAM tools—TAL, TAD, PEOU, and PU—may improve OPP of the organizations in today’s digital era. In addition, the study provides implications for the management and future opportunities for the researchers.

Analisis Penggunaan E-Commerce Terhadap Peningkatan Permintaan Kuantitas Produk Pada UMKM di Kabupaten Banyumas (Suatu Pendekatan Teori Technology Acceptance Model)

JURNAL ILMU MANAJEMEN DAN BISNIS ◽

10.17509/jimb.v10i1.15371 ◽

2019 ◽

Vol 10 (1) ◽

pp. 63-74

Author(s):

Dona Primasari ◽

Sudjono Sudjono ◽

Nining Abriani

Keyword(s):

Technology Acceptance ◽

Structural Equation ◽

Sampling Technique ◽

Ease Of Use ◽

Perceived Usefulness ◽

Equation Modeling ◽

Perceived Ease Of Use ◽

Acceptance Model ◽

Use Behavior

Abstract. The long-term objective of this research is to enrich the development of science, especially the development of SMEs related to the adoption of information technology with studies using the Technology Acceptance Model. The specific aim of the research is to examine what factors are inhibiting the adoption of e commerce technology in SMEs in Banyumas Regency, as well as examining whether e-commerce adoption has an impact on increasing the demand for product quantities in SMEs. Collecting data in this study was carried out by distributing questionnaires through direct interviews with SMEs in Banyumas District who were respondents. The sampling technique in this study using random sampling technique. Whereas for data analysis using Statistical Product and Service Solution (SPSS) version 22.0 and Structural Equation Modeling (SEM) with AMOS program. The results of the study show that the Technology Acceptance Model theory is able to explain the institutions of SMEs actors to use e-commerce technology. Keywords: E-commerce, perceived usefulness, perceived ease of use, use behavior,TAM (Technology Acceptance Model) Abstrak. Tujuan jangka panjang penelitian ini adalah untuk memperkaya perkembangan ilmu, khususnya pengembangan UMKM terkait dengan adopsi teknologi informasi dengan kajian menggunakan Technology Acceptance Model. Tujuan khusus penelitian adalah untuk menelaah faktor-faktor apakah yang menghambat adopsi teknologi e commerce pada UMKM di Kabupaten Banyumas, serta menelaah apakah adopsi e- commerce berdampak pada peningkatan permintaaan kuantitas produk pada UKM. Pengumpulan data dalam penelitian ini dilakukan dengan menyebarkan kuesioner melalui antar langsung kepada pelaku UMKM di Kabupaten Banyumas yang menjadi responden. Teknik pengambilan sampel dalam penelitian ini dengan menggunakan teknik random sampling. Sedangkan untuk analisis data mengunakan Statistical Product and Service Solution (SPSS) versi 22.0 dan Structural Equation Modeling (SEM) dengan program AMOS. Hasil penelitian menunjukkan bahwa teori Technology Acceptance Model mampu menjelaskan instensi para pelaku UMKM untuk menggunakan teknologi e-commerce. Hasil penelitian juga berhasil menerima 3 (tiga) hipotesis yaitu Perceived usefulnes berpengaruh terhadap use behavior, Perceived ease of use berpengaruh terhadap use behavior, use behavior berpengaruh terhadap peningkatan permintaan kuantitas produk. Hasil penelitian juga menunjukkan implementasi e-commerce tidak berpengaruh terhadap persepsi manfaat (perceived usefulness), Implementasi e-commerce tidak berpengaruh terhadap persepsi kemudahan pengoperasian sistem (perceived ease of use) atau dengan kata lain menolak 2 (dua) hipotesis lainnya.Keywords. E-commerce, perceived usefulnes, perceived ease of use, use behavior,peningkatan permintaan, TAM (Technology Acceptance Model)

Predictive factors of physicians’ satisfaction with telemedicine services acceptance

Health Informatics Journal ◽

10.1177/1460458219892162 ◽

2019 ◽

Vol 26 (3) ◽

pp. 1866-1880 ◽

Cited By ~ 9

Author(s):

Jonathan Kissi ◽

Baozhen Dai ◽

Courage SK Dogbe ◽

Jonathan Banahene ◽

Oyeh Ernest

Keyword(s):

Technology Acceptance ◽

Predictive Factors ◽

Structural Equation ◽

Care Delivery ◽

Ease Of Use ◽

Perceived Usefulness ◽

Equation Modeling ◽

Perceived Ease Of Use ◽

Despite the significant increase in telemedicine services technology, its adoption and use have been quite slow in some healthcare settings. It is generally accepted in today’s globalizing world that the success of telemedicine services relies on users’ satisfaction. Satisfying physicians and patients is one of the crucial objectives of telemedicine success. This study seeks to evaluate physicians’ satisfaction with telemedicine services adoption and utilization using the technology acceptance model. A structured questionnaire based on the construct of technology acceptance model was used to solicit for data from participants in four different government health institutions. Purposive and convenience sampling techniques were employed to select healthcare professionals from various medical fields. Structural equation modeling was utilized in the data analysis. Perceived ease of use and perceived usefulness of telemedicine services were found to influence physicians’ behavioral intentions. This resulted in increased efficiency, quality of services, quality patient care delivery, and satisfaction among physicians in using telemedicine services. We noted that the adoption of telemedicine services in clinical settings depends on physicians’ and patients’ satisfaction with the use of the service. The study contributes to empirical knowledge by identifying the vital predictive factors affecting telemedicine services satisfaction among physicians.

Implementasi Technology Acceptance Model terhadap Adopsi Teknologi Artificial Intelligence pada Startup Digital

JURNAL MANAJEMEN DAN KEWIRAUSAHAAN ◽

10.26905/jmdk.v9i2.6516 ◽

2021 ◽

Vol 9 (2) ◽

pp. 173-181

Author(s):

Margo Purnomo ◽

Erna Maulina ◽

Aulia Rizki Wicaksono ◽

Muhamad Rizal

Keyword(s):

Artificial Intelligence ◽

Technology Acceptance ◽

Structural Equation ◽

Simple Random Sampling ◽

Sem Analysis ◽

Perceived Usefulness ◽

Equation Modeling ◽

Artificial Intelligence Technology ◽

The purpose of this study is to describe and analyze the implementation of the technology acceptance model on the adoption of artificial intelligence technology in digital startups. By using simple random sampling, a sample of 109 out of 143 populations, which are startups in Greater Jakarta, was obtained. Based on an analysis using Structural Equation Modeling (SEM) analysis with the SmartPLS tool. The results show that the adoption of artificial intelligence in digital startups is influenced by attitudes, perceptions of convenience and perceptions of usefulness. Likewise, perceived convenience and perceived usefulness are significantly affected by external pressures.

ANALISIS TECHNOLOGY ACCEPTANCE MODEL APLIKASI LINKAJA

Jurnal Riset Ekonomi dan Bisnis ◽

10.26623/jreb.v13i3.2861 ◽

2020 ◽

Vol 13 (3) ◽

pp. 164

Author(s):

Anggit Esti Irawati ◽

Ehrmann Suhartono

Keyword(s):

Technology Acceptance ◽

Perceived Risk ◽

Structural Equation ◽

Ease Of Use ◽

Perceived Usefulness ◽

Equation Modeling ◽

Perceived Ease Of Use ◽

Actual Use ◽

Potensi penggunaan e-money sangat besar dan menarik perhatian sebagai cara pembayaran alternatif di seluruh dunia. Pemerintah melalui Bank Indonesia menggerakkan masyarakat untuk melakukan Gerakan Nasional Non Tunai (GNNT). Namun, hanya lapisan masyarakat tertentu yang sudah terbiasa menggunakan transaksi dengan e-money. Sebagian masyarakat beranggapan bahwa transaksi pembayaran menggunakan e-money masih terdapat banyak kekurangan. Penelitian ini bertujuan untuk menguji Technology Acceptance Model (TAM) yaitu perceived ease of use dan perceived usefulness, selain itu juga menambahkan perceived risk untuk mengetahui pengaruh terhadap attitude toward using dan actual use terhadap penggunaan aplikasi LinkAja. Metode analisis menggunakan Structural Equation Modeling (SEM) dengan alat analisis SmartPLS. Penelitian ini dilakukan dengan metode survei dan sampel diambil menggunakan teknik purposive sampling terhadap responden yang menggunakan aplikasi LinkAja di seluruh Indonesia. Responden yang diperoleh sebanyak 200 responden. Hasil penelitian menunjukkan bahwa perceived ease of use dan perceived usefulness berpengaruh positif signifikan terhadap attitude toward using dan actual use. Perceived risk tidak berpengaruh signifikan terhadap actual use aplikasi LinkAja.

Extending the Technology Acceptance Model to Investigate the Utilization of ERP Systems

International Journal of Enterprise Information Systems ◽

10.4018/jeis.2010100103 ◽

2010 ◽

Vol 6 (4) ◽

pp. 38-54 ◽

Cited By ~ 17

Author(s):

Samar Mouakket

Keyword(s):

Technology Acceptance ◽

United Arab Emirates ◽

Structural Equation ◽

Systems Design ◽

Equation Modeling ◽

Research Model ◽

Erp Systems ◽

Acceptance Model ◽

The implementation of Enterprise Recourse Planning (ERP) systems has grown rapidly, but limited research has been conducted to investigate the utilization of ERP systems. By extending the Technology Acceptance Model, this paper provides a research model for examining the impact of computer self-efficacy and ERP systems design features on the utilization of ERP systems. To test the proposed research model, data are collected through a questionnaire survey distributed among employees in different organizations that have implemented an ERP system in the United Arab Emirates. Structural equation modeling techniques are used in this study to verify the causal relationships between the variables. The results strongly support the extended TAM in understanding employees’ utilization of ERP systems. The implications of this study and further research opportunities are also discussed.

Understanding Intention and Behavior Toward Online Purchase of Agriculture and Fisheries Products Using Extended Technology Acceptance Model

International Journal of Enterprise Information Systems ◽

10.4018/ijeis.2021100107 ◽

2021 ◽

Vol 17 (4) ◽

pp. 118-137

Author(s):

Junrie B. Matias

Keyword(s):

Technology Acceptance ◽

Structural Equation ◽

Online Survey ◽

Ease Of Use ◽

Perceived Usefulness ◽

Equation Modeling ◽

Usage Behavior ◽

Acceptance Model ◽

And Behavior

This study investigates the factors affecting the usage behavior and intention towards online purchasing platforms in purchasing agriculture and fisheries products online based on the technology acceptance model. External factors adapted from current literature were integrated with the model to understand the consumer intention and behavior towards online purchasing. An online survey with 318 respondents was used to test the hypotheses of the theoretical model using partial least squares component-based structural equation modeling. Results show that trust is a significant predictor of usage behavior. Furthermore, the factors visibility, perceived risk, perceived value, and enjoyment have directly or indirectly influenced intention and usage behavior through trust, perceived ease of use, and perceived usefulness. The researcher considers this work to have contributed essential inputs to other researchers interested in studying the adoption of online purchasing in fisheries and agriculture products.

Evaluating the customers' dining attitudes, e-satisfaction and continuance intention toward mobile food ordering apps (MFOAs): evidence from Bangladesh

European Journal of Management and Business Economics ◽

10.1108/ejmbe-04-2020-0066 ◽

2020 ◽

Vol ahead-of-print (ahead-of-print) ◽

Author(s):

Md. Al Amin ◽

Md. Shamsul Arefin ◽

Nayeema Sultana ◽

Md. Rakibul Islam ◽

Israt Jahan ◽

...

Keyword(s):

Technology Acceptance ◽

Structural Equation ◽

Perceived Usefulness ◽

Equation Modeling ◽

Continuance Intention ◽

Safety Measures ◽

Content Type ◽

Online Sales ◽

Convenience Sampling ◽

PurposeThis study was designed to specifically explore confirmation and perceived usefulness associated with mobile food ordering apps (MFOAs) in consideration of their impacts upon attitudes, satisfaction and intention to continuously use.Design/methodology/approachThe research utilized the convenience sampling to gather data from 250 respondents having prior experience with MFOAs during COVID-19 pandemic period in Bangladesh. The Structural Equation Modeling technique was applied to analyze the data using SmartPLS 3 software.FindingsThis study's results showed that customers' perceived confirmation and usefulness were significant in determining their dinning attitudes. Besides, customers' dining attitudes were positively related to e-satisfaction. Finally, the customers’ continuance intention to use MFOAs was significantly influenced by their e-satisfaction.Research limitations/implicationsRestaurants managers should focus on online sales through MFOAs during the pandemic period since social distancing is a key strategy to manage COVID-19. Customers should be assured that the safety measures are undertaken while delivering the food.Originality/valueThis study incorporated the expectation-confirmation theory and technology acceptance model and tested it in the context of MFOAs.

LIFESTYLE ON INTENTION THROUGH THE MEDIATION OF PERCEIVED USEFULNESS AND PERCEIVED EASE OF USE

Journal of Management and Business ◽

10.24123/jmb.v12i1.11 ◽

2015 ◽

Vol 12 (1) ◽

Author(s):

Juniati Juniati ◽

Indarini Indarini

Keyword(s):

Technology Acceptance ◽

Structural Equation ◽

Lifestyle Factors ◽

Ease Of Use ◽

Perceived Usefulness ◽

Equation Modeling ◽

Perceived Ease Of Use ◽

Intention To Adopt ◽

Acceptance Model ◽

This study aims to identify relevant lifestyle factors that affect consumer adoption of mobilephone (BlackBerry). Furthermore, this study attempts to examine the impact of lifestyle factorson perception and adoption of BlackBerry consumers. Using the technology acceptance model asa theoretical framework, the conceptual model depicts the relationships among lifestyles,perceptions, and intention. Two-step structural equation modeling was used to test the proposedhypotheses. Results of this study show that consumer lifestyle factors (fashion consciousness,Internet involvement, and e-shopping preference) are direct and indirect antecedents ofconsumers’ intention to adopt BlackBerry phone. Findings of this study provide marketers withinsights into how knowledge about lifestyle factors can be integrated into marketing andadvertising strategies.Penelitian ini bertujuan untuk mengidentifikasi faktor-faktor gaya hidup yang mempengaruhiminat mengadopsi telepon selular (BlackBerry). Selain itu, penelitian ini bertujuan untukmenguji pengaruh faktor gaya hidup terhadap persepsi dan minat mengadopsi telepon selularBlackBerry. Studi ini menggunakan model penerimaan teknologi sebagai kerangka teori, modelkonseptual menggambarkan hubungan antara gaya hidup, persepsi, dan niat. Untuk mengujihipotesis yang diajukan digunakan pemodelan persamaan struktural. Hasil dari penelitian inimenunjukkan bahwa faktor gaya hidup konsumen (kesadaran fashion , keterlibatan internet, danpreferensi e-shopping) adalah anteseden langsung dan tidak langsung dari niat konsumen untukmengadopsi telepon selular BlackBerry. Temuan penelitian ini memberi pemasar wawasanmengenai bagaimana pengetahuan tentang faktor gaya hidup dapat diintegrasikan ke dalamstrategi pemasaran dan periklanan.

Validating the General Extended Technology Acceptance Model for E-Learning: Evidence From an Online English as a Foreign Language Course Amid COVID-19

Frontiers in Psychology ◽

10.3389/fpsyg.2021.671615 ◽

2021 ◽

Vol 12 ◽

Author(s):

Michael Yi-chao Jiang ◽

Morris Siu-yung Jong ◽

Wilfred Wing-fat Lau ◽

Yan-li Meng ◽

Ching-sing Chai ◽

...

Keyword(s):

Foreign Language ◽

Technology Acceptance ◽

Structural Equation ◽

Perceived Usefulness ◽

Learning System ◽

Equation Modeling ◽

E Learning ◽

Acceptance Model ◽

Novel Coronavirus

The present study validated the general extended technology acceptance model for e-learning (GETAMEL) with the survey data from the English as a foreign language (EFL) online class during the novel coronavirus lockdown period. A total of 678 undergraduates participated in the survey. Structural equation modeling was employed to analyze the data. The results showed that the influence of perceived usefulness of students on their intentional behavior to use the online learning system was not mediated by their attitude, indicating a very limited role of attitude toward technology in the model. Enjoyment and self-efficacy had no significant effects on the internal constructs, raising theoretical concerns on the applicability of this general model into specific contexts. In addition, we found that experience might be a moderator rather than an antecedent of the internal constructs in the model.