Cited by 660Technology Adoption and User BehaviourUsability and User Interface DesignInnovative Human-Technology Interaction

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The Technology Acceptance Model: A Meta-Analysis of Empirical Findings

Ma, Qingxiong, Liu, Liping·2004·Journal of Organizational and End User Computing

DOI 10.4018/joeuc.2004010104

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Abstract

The technology acceptance model proposes that perceived ease of use and perceived usefulness predict the acceptance of information technology. Since its inception, the model has been tested with various applications in tens of studies and has become the most widely applied model of user acceptance and usage. Nevertheless, the reported findings on the model are mixed in terms of statistical significance, direction, and magnitude. In this study, we conducted a meta-analysis based on 26 selected empirical studies in order to synthesize the empirical evidence. The results suggest that both the correlation between usefulness and acceptance, and that between usefulness and ease of use are somewhat strong. However, the relationship between ease of use and acceptance is weak, and its significance does not pass the fail-safe test.

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Perceived usefulness, perceived ease of use, and user acceptance of information technology
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Towards a Model of Situated Acceptance of Tablets in Teaching Practice in Moroccan Primary Schools
Rahali, E. A., khattabi, K. E., Chikhaoui, A., & Ouzennou, F. (2022) · International Journal of Interactive Mobile Technologies (iJIM) · doi:10.3991/ijim.v16i14.29685 · Cited by 4
Workshop: Promoting Technology Adoption Among Engineering Faculty
Jarvie-Eggart, M. E., & Owusu-Ansah, A. L. (2022) · IEEE Frontiers in Education Conference (FIE) · doi:10.1109/fie56618.2022.9962521 · Cited by 4
Increasing RPA Adoption: An Experiment on Countermeasures for Status Quo Bias
Godefroid, M., Plattfaut, R., & Niehaves, B. (2023) · Lecture notes in computer science · doi:10.1007/978-3-031-41620-0_19 · Cited by 4
Invariance of an Extended Technology Acceptance Model Across Gender and Age Group.
Ahmad, T. B. T., Madarsha, K. B., Zainuddin, A., Ismail, N. A. H., Khairani, A. Z., & Nordin, M. S. (2011) · Cited by 4
Modelling the Acceptance and Use of Electronic Medical Records from Patients’ Point of View: Evidence from Saudi Arabia
Bamufleh, D. (2021) · International Journal of Business and Management · doi:10.5539/ijbm.v16n7p12 · Cited by 4
“Compared to other models that examine technology adoption, TAM is the most widely used in the literature (Ahlan & Ahmad, 2014; Ma & Liu, 2004).”
Method
Web Design for Science Museum towards Engaging User Experience
Yamin, M. S. A., & Jaafar, E. A. (2013) · Lecture notes in computer science · doi:10.1007/978-3-642-40498-6_69 · Cited by 4
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Ergonomie, conception de produits et services médiatisés
Leemput, C. V. D., & Amiel, A. (2010) · Presses Universitaires de France eBooks · doi:10.3917/puf.lepo.2010.01.0077 · Cited by 4
Instructional Simulations for Teaching High School Computer Science Concepts: A Technology Acceptance Perspective
Chen, M., Chiu, C., & Wu, C.-C. (2010) · IEEE International Conference on Digital Game and Intelligent Toy Enhanced Learning (DIGITEL) · doi:10.1109/digitel.2010.46 · Cited by 4
“The technology acceptance model (TAM) is a widely used model for examining the acceptance and the use of information technologies [5], [6].”
Method
A Study of Help Requested Online by Spreadsheet Users
Chambers, C., Sommers, Z., & Scaffidi, C. P. (2012) · Journal of Organizational and End User Computing · doi:10.4018/joeuc.2012100103 · Cited by 4
“Copying or distributing in print or electronic forms without written permission of IGI Global is prohibited. controlled by its perceived usefulness, as well as its perceived ease of use (Davis, 1989; Ma & Liu, 2004).”
Background
Towards a Research Agenda on Cultural Influences on the Acceptance of Ambient Intelligence in Medical Environments
Bick, M., Kummer, T., & Maletzky, M. (2009) · QUT ePrints (Queensland University of Technology) · Cited by 4
Regulating employees' health behaviors: The effects of personal health-related orientations on legitimacy perceptions of organizational programs and policies
Klautke, H., & Park, H. S. (2011) · International journal of business science & applied management. · doi:10.69864/ijbsam.6-1.63 · Cited by 4
Blog acceptance model: An empirical study on exploring users' acceptance and continual usage of blogs
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Factors Determining the Intention to Use Electronic Health Records: An Extension of the Technology Acceptance Model
Okediran, O. O., Wahab, W. B., & Oyediran, M. O. (2020) · Journal of Scientific Research and Reports · doi:10.9734/jsrr/2020/v26i730290 · Cited by 4
Factors Influencing the Adoption of Islamic Banking Products: A Review of Literature
Abdullahi, A., Othman, A. H. A., & Kassim, S. (2021) · Lecture notes in networks and systems · doi:10.1007/978-3-030-69221-6_126 · Cited by 4
A pedagogia da migração do software proprietário para o livre: uma perspectiva freiriana.
de Alencar, A. F. (2007) · doi:10.11606/d.48.2007.tde-08112007-150130 · Cited by 4
The Evaluation of Tourists’ Online Purchasing Behaviors Using Technology Acceptance Model (TAM)
Koçoğlu, C. M. (2021) · Anemon Muş Alparslan Üniversitesi Sosyal Bilimler Dergisi · doi:10.18506/anemon.627416 · Cited by 3
Technological acceptance in the retail sector: an empirical generalisation by a meta-analytic study
Santini, F. D. O., Maçada, A. C. G., Freitas, J. C. D. S., Ladeira, W. J., & Oliveira, T. (2025) · Journal of Systems and Information Technology · doi:10.1108/jsit-08-2021-0179 · Cited by 5
A Meta-analysis and Review of External Factors based on the Technology Acceptance Model : Focusing on the Journals Related to Smartphone in Korea
남수태, Shin, S.-Y., & 진찬용 (2014) · The Journal of the Korean Institute of Information and Communication Engineering · doi:10.6109/jkiice.2014.18.4.848 · Cited by 3
INFLUENCIA DEL USO DE LAS TECNOLOGÍAS DE INTERNET EN EL CAPITAL ESTRUCTURAL
Navarro, J. G. C., Martínez, J. A., & Garres, A. F. M. (2006) · Investigaciones Europeas de Dirección y Economía de la Empresa · Cited by 3
Adoption of Smartphone Apps by Hotel Guests: The Roles of Trust and Word of Mouth
Shaw, N. (2016) · Lecture notes in computer science · doi:10.1007/978-3-319-39399-5_43 · Cited by 3
Influencing factors for acceptance of digital tools in the humanities
Simon, T., Pagel, S., & von Korflesch, H. F. O. (2020) · Mensch und Computer (MuC) · doi:10.1145/3404983.3405524 · Cited by 3
Sociological Issues of Inclusive Web Design
Pieper, M. (2012) · Lecture notes in computer science · doi:10.1007/978-3-642-31522-0_56 · Cited by 3
Using a Modified Technology Acceptance Model for a Learning Management System Platform: A Questionnaire Design for Evaluating the Blackboard Learning Management System
Abu-Dalbouh, H. M. (2022) · Computer and Information Science · doi:10.5539/cis.v15n3p61 · Cited by 3
TAM Constructs Predicting the Use of Mainstream Social Networking Sites by College Students in Kuwait
Mesbah, H., & Alfailakawi, Y. (2023) · Journal of Creative Communications · doi:10.1177/09732586221137144 · Cited by 3
“A meta-analysis of 26 empirical studies that applied TAM to various technologies detected a consistent, strong relationship between PU and TA, while the relationship between PEOU and TA was medium (Ma & Liu, 2005).”
Method
Who is (communicatively more) responsible behind the wheel? Applying the theory of communicative responsibility to TAM in the context of using navigation technology
Youk, S., & Park, H. S. (2023) · Human-Machine Communication · doi:10.30658/hmc.6.11 · Cited by 3
Pemanfaatan Teknologi Informasi, Kesesuaian Tugas dan Kinerja Karyawan Lembaga Perkreditan Desa
Cahyani, P. K. I. G., & Mertha, M. (2023) · E-Jurnal Akuntansi · doi:10.24843/eja.2023.v33.i06.p08 · Cited by 5
Examining the effect of moderating variables on autonomous public van acceptance model (APVAM)
Naderi, H., & Nassiri, H. (2023) · PLoS ONE · doi:10.1371/journal.pone.0290030 · Cited by 3
Gouvernement ouvert et participation citoyenne : analyse empirique des attentes des citoyens en ce qui concerne les données gouvernementales ouvertes
Wirtz, B. W., Weyerer, J. C., & Rösch, M. (2019) · Revue Internationale des Sciences Administratives · doi:10.3917/risa.853.0583 · Cited by 3
Telework and new work practices: The role of managers
Masllorens, J. L. I., Meseguer‐Artola, A., Gilabert, E. R., & Bosch, M. S. I. (2024) · Human Resources Management and Services · doi:10.18282/hrms.v6i2.3454 · Cited by 3
Remotely crafting technology acceptance: an exploratory study of how job crafting behaviours and remote working influence the perception of technology
Aplin-Houtz, M. J., Lane, E. K., Sharma, S., Murray, J., Leahy, S., Pines, E., Thomas, A., & Sanders, M. G. (2025) · Human Resource Development International · doi:10.1080/13678868.2025.2517008 · Cited by 4
“Despite criticisms that PU may not capture the full range of motivational factors in technology acceptance (Benbasat & Barki, 2007; Chuttur, 2009), substantial evidence supports its influence on technology adoption (e.g. Ma & Liu, 2004; Svendsen et al., 2013).”
A PERCEPÇÃO SOBRE A ACEITAÇÃO E O AJUSTE DA TECNOLOGIA COMO DETERMINANTES DO USO DO COMÉRCIO ELETRÔNICO COMO CANAL DE COMPRA
Löbler, M. L., Bobsin, D., Visentini, M. S., & Vieira, K. M. (2010) · Contextus - Revista Contemporânea de Economia e Gestão · doi:10.19094/contextus.v8i2.32125 · Cited by 3
The factors driving online shopping in Saudi Arabia: Gender differences and behavior
Al-maghrabi, T., & Dennis, C. (2009) · Brunel University Research Archive (BURA) (Brunel University London) · Cited by 3
Modeling the Impact of Biometric Security on Millennials’ Protection Motivation
Ngugi, B. K., & Kamis, A. A. (2013) · Journal of Organizational and End User Computing · doi:10.4018/joeuc.2013100102 · Cited by 3
“Researchers in the field of technology acceptance have identified various factors that are important in the acceptance of new technologies (Davis, 1989; Ma & Liu, 2004; Venkatesh, Morris, Davis, & Davis, 2003).”
Background
The effect of community identity on continuance intention of microblogging
Hsu, C. L., & Lin, A. J. (2013) · International Journal of Electronic Business · doi:10.1504/ijeb.2013.056784 · Cited by 3
Impact of classroom technologies on individual learning behavior - A Case Study
Manochehri, N., & Sharif, K. J. (2009) · IEEE Toronto International Conference Science and Technology for Humanity · doi:10.1109/tic-sth.2009.5444506 · Cited by 3
“Especially TAM has been widely used in surveying user attitudes related to information technologies which include classroom and educational technologies [21]; [22].”
Method
Accumulating is Theories Using a Network Approach towards Meta-Analysis
van de Wijngaert, L. A. L., Vermaas, K., Brinkkemper, S., & Bouwman, H. (2008) · University of Twente Research Information · Cited by 3
TEACHERS’ PERCEPTIONS ON THE USE OF INFORMATION COMMUNICATION TECHNOLOGY IN THE ADMINISTRATION OF PUBLIC SECONDARY SCHOOLS IN KIMILILI DISTRICT, BUNGOMA COUNTY, KENYA
Wanjala, A. S. (2015) · Cited by 3
Factors Influencing Acceptance of E-government Self Service Technology(SST)
오종철 (2012) · The e-Business Studies · doi:10.15719/geba.13.1.201203.441 · Cited by 3
Students' intention to use computer technology: a structural equation modelling analysis
Afari, E., & Khine, M. S. (2015) · International Journal of Quantitative Research in Education · doi:10.1504/ijqre.2016.073666 · Cited by 3
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Wang, Y., & Datta, P. M. (2006) · Cited by 3
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Teoh, K.-K., & Lau, S. H. (2015) · International Journal of Learning and Teaching · doi:10.18178/ijlt.1.2.154-160 · Cited by 3
MODEL OF INFORMATION SYSTEM OPERATION BASED ON TECHNOLOGY ACCEPTANCE MODEL FOR MICRO FINANCIAL INSTITUTIONS
Hatta, A. J. (2011) · Journal of Economics Business and Accountancy Ventura · doi:10.14414/jebav.v14i3.52 · Cited by 3
Leveraging Technology Through Crowdfunding to Ease Barriers of Entry Into the Marketplace
Melton, A. M., Damron, T., McCarthy, V., & Rupp, W. T. (2020) · International Journal of Applied Management and Technology · doi:10.5590/ijamt.2020.19.1.06 · Cited by 3
“…rate of adoption among both campaign creators and funders can also be explained in part by the TAM, which is a model commonly used to predict and explain user adoption or rejection of computer-based technology and information systems (Davis et al., 1989; Ma & Liu, 2004; Yousafzai et al., 2010).”
Method
The Key Determinants of Social Media Use in Teaching during the Covid-19 Outbreak: Indonesia Case
Yuliana, L., Prasojo, L. D., Wijayanti, W., & Wijaya, W. M. (2021) · Indonesian Research Journal in Education |IRJE| · doi:10.22437/irje.v4i2.11265 · Cited by 3
A Study of Behavioral Intention for Mobile Commerce Using Technology Acceptance Model
Hung, Y., Yang, H.-E., Hsiao, C., & Yang, Y.-L. (2004) · Journal of the Association for Information Systems · Cited by 3
MULTIFACTOR INFLUENCES ON THE QUALITY OF EXPERIENCE SERVICE USERS OF TELECOMMUNICATION PROVIDERS IN THE REPUBLIC OF SRPSKA, BOSNIA AND HERZEGOVINA
Banjanin, M. K., Maricic, G., & Stojčić, M. (2023) · International Journal for Quality Research · doi:10.24874/ijqr17.02-05 · Cited by 3
“Therefore, the initial orientation in this research is the very familiar Technology Acceptance Model (TAM) in its extended versions, which, according to Ma & Liu (2004), is valid, robust, and powerful (Marangunić & Granić, 2014) for use in a wide range of experience quality research contexts.”
UNDERSTANDING DR. NO - A COMPREHENSIVE MODEL EXPLAINING PHYSICIANS´ ACCEPTANCE OF TELEMEDICAL SYSTEMS
Dany, F., & Römer, B. (2014) · European Conference on Information Systems · Cited by 3
The acceptance of domestic technology: TAM as applied to a proposed classification scheme
Colvin, H. M. (2008) · doi:10.31274/rtd-180813-16876 · Cited by 3
“Meta-analysis has confirmed the overall model (Ma & Liu, 2004).”
Result
What is IT? New Conceptualizations and Measures of Pediatric Nurses' Acceptance of Bar-Coded Medication Administration Information Technology
Holden, R. J., Scanlon, M. C., Brown, R., & Karsh, B. (2008) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/154193120805201201 · Cited by 3
“Measures of nurses’ beliefs about the process were based on the two beliefs specified in the popular and highly-predictive TAM (Venkatesh, 1999; see Ma & Liu, 2004 for a recent meta-analysis).”
Method
CROSS DISCIPLINARY EVALUATION FRAMEWORK FOR E-HEALTH SERVICES
Hamid, A. (2010) · Brunel University Research Archive (BURA) (Brunel University London) · Cited by 3
Me and you and everyone we know:social influences and processes in technology adoption
Schepers, J. (2008) · TU/e Research Portal · doi:10.6100/ir632219 · Cited by 3
Location-based mobile phone service utilisation for emergency management in Australia
Aloudat, A. (2010) · Research Online (University of Wollongong) · Cited by 3
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“TAM proposes, broadly, “that the perceived ease of use and perceived usefulness predict the acceptance of information technology” (Ma and Liu 2004, 59).”
The developmental stages and performance-based practices of Blockchain Technology Management in University Libraries
Duan, R., Nadeem, A. H., & Ahmad, K. (2025) · Information Development · doi:10.1177/02666669251345131 · Cited by 2
Reflections of Fitness—Investigating User Acceptance of Smart Fitness Mirrors Based on UTAUT2
Zhang, Y., Yang, S., & Wei, W. (2025) · IEEE Access · doi:10.1109/access.2025.3589248 · Cited by 2
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Goyal, N., Singh, G., & Thakur, G. (2025) · Rajagiri Management Journal · doi:10.1108/ramj-08-2024-0224 · Cited by 2
Have the promises of Industry 4.0 been fulfilled? A meta-analysis of Industry 4.0 solution outcomes in SMEs
Perrier, N., Denford, J. S., & Pellerin, R. (2026) · International Journal of Production Research · doi:10.1080/00207543.2026.2672747 · Cited by 2
“One important assumption of meta-analyses is that samples in different studies are statistically independent (Ma and Liu 2004).”
Transformational Government Citizens’ Services Adoption: A Conceptual Framework
Stamati, T., Παπαδόπουλος, Θ., & Martakos, D. I. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-22878-0_12 · Cited by 2
“Moreover, PEOU is not consistently linked to adoption [25] [32] [33] [23].”
Examining Non-Critical Health Information Seeking: A Needs Analysis for Personal Health Records
Price, M. M., Pak, R., Müller, H., Stronge, A. J., & Breedlove, J. L. (2009) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/154193120905302204 · Cited by 2
“In a review of the current literature, Ma & Liu (2004) found that perceived usefulness is likely to be a direct predictor of technology use, while perceived ease of use may be an indirect predictor of technology use, thus affecting technology adoption only by influencing perceived usefulness.”
A Study on Factors Affecting the Rumor Acceptance and Diffusion Behavior An Application of Triandis Model
권구민, & 조수영 (2017) · Journal of Public Relations · doi:10.15814/jpr.2017.21.5.27 · Cited by 2
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Previously Completed Systematic Review and Meta-Analysis Studies
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“Of the two, perceived usefulness demonstrates a more pronounced correlation with acceptance compared to perceived ease of use (Ma & Liu, 2004; Szajna, 1996).”
Background
Embracing Virtual Reality: Understanding Factors Influencing Older Adults’ Acceptance
Li, Q., Liu, Q., Tang, Q., & Liu, Q. (2024) · Lecture notes in computer science · doi:10.1007/978-3-031-60012-8_3 · Cited by 2
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“…acceptance model has been updated by many researchers, and many new variables have been added. this model is of great significance and has been applied by many researchers owing to its simplicity (al-adwan et al., 2022; king & he, 2006; lai, 2017; Ma & liu, 2004; schepers & Wetzels, 2007).”
A model for the Acceptance of emerging technology “Pacs” in Iran’s hospitals
Saghafi, F., Moghaddam, E. N., & Seyedin, S. M. (2017) · DOAJ (DOAJ: Directory of Open Access Journals) · Cited by 2
Motivaciones, creencias y temores en la experiencia del usuario con las TIC
Martínez, H. C. (2019) · Dialnet (Universidad de la Rioja) · Cited by 2
Modellbasierte Evaluation der Anwenderakzeptanz von Standardsoftware
Kohnke, O., & Müller, K. (2009) · R. Oldenbourg Verlag eBooks · doi:10.1524/9783486598551.153 · Cited by 2
School Administration And Management Systems Adoption and Use: TAM Extension
Mokwena, S. (2011) · Journal of the Association for Information Systems · Cited by 2
Adoption of Second Life in Higher Education
Saeed, N., & Sukunesan, S. (2013) · International Journal of Virtual and Personal Learning Environments · doi:10.4018/jvple.2013040101 · Cited by 2
Factors Affecting the Adoption of ICT for Health Service Delivery in Namibia
Maumbe, B. M., Shivute, M. I., & Owei, V. T. (2009) · International Journal of Healthcare Delivery Reform Initiatives · doi:10.4018/jhdri.2009010105 · Cited by 2
The customer trust and customer commitment of e-customer relationship management: study at Jordan of mobile phone services
nassar, B. A. Y. A. (2015) · International Journal of Electronic Customer Relationship Management · doi:10.1504/ijecrm.2015.070697 · Cited by 2
A COMPARATIVE STUDY OF CONSUMERS' INTENTION TO USE MOBILE INTERNET IN USA, RUSSIA AND CHINA
Vatanparast, R., & Qadim, H. Z. (2009) · Journal of the Association for Information Systems · Cited by 2
Formation of the Attitude and Behavioral intention to use of Social Network Users by their Experience: From the perspective of technology acceptance model
rodposhti, Z. N., Zahedfar, K., & Abadi, F. R. R. (2016) · Cited by 2
Toward the user-commitment continuum: establishing the importance of realisation
McLeod, A. J., Jr., Simkin, M., & Week, J. M. (2016) · International Journal of Learning Technology · doi:10.1504/ijlt.2016.077521 · Cited by 2
Theories behind Mobile Marketing Research
Vatanparast, R. (2010) · Advances in e-business research series · doi:10.4018/978-1-60566-074-5.ch014 · Cited by 2
The Role Of Affective Commitment In ERP Adoption: An Empirical Study
Agrifoglio, R., & Metallo, C. (2009) · Journal of the Association for Information Systems · Cited by 2
A New Model for Transparency and e-Participation
Purian, R., Ahituv, N., & Ein-Dor, P. (2013) · IGI Global eBooks · doi:10.4018/978-1-60960-839-2.ch011 · Cited by 2
Expression in the Social Age: Towards an Integrated Model of Technology Acceptance, Personality, Civic Engagement and Social Capital
Raghavan, V., Wani, M., & Abraham, D. M. (2016) · Lecture notes in computer science · doi:10.1007/978-3-319-45234-0_57 · Cited by 2
“Literature suggests that PEOU’s influence on technology acceptance is moderated by PU [21].”
Exploring the Online Banking Practices of Subsidized Housing Residents
Crocker, T., & Williams, T. (2021) · Journal of Poverty · doi:10.1080/10875549.2021.1890670 · Cited by 2
“Prior research has reported the technology acceptance model as a valid investigative tool for understanding technology adoption behaviors and motivations (King & He, 2006; Ma & Liu, 2004), and thus can serve as an investigative tool for DI programmers.”
Characteristics, Perceptions, and Dietary Intakes of WIC Participants in Rural Appalachia
Isaacs, S., Shriver, L. H., & Paynter, L. (2021) · Journal of Hunger & Environmental Nutrition · doi:10.1080/19320248.2021.1910096 · Cited by 2
“and is likely driven by perceived ease of use and usefulness of the eWIC technology.(19) Our finding is consistent with previous qualitative work by Phillips et al.”
BackgroundResult
The Sting of Adoption: The Technology Acceptance Model (TAM) with Actual Usage in a Hazardous Environment
Hassler, E. E., MacDonald, P., Cazier, J. A., & Wilkes, J. (2021) · Journal of Information Systems Applied Research and Analytics · doi:10.62273/dbed4102 · Cited by 2
Knowledge Sharing Adoption Model Based on Artificial Neural Networks
Folorunso, O. O., Vincent, R. O., Ogunde, A. O., & Agboola, B. (2011) · IGI Global eBooks · doi:10.4018/978-1-4666-0041-6.ch004 · Cited by 2
Development of an Alumni Databank: The Case of Nueva Ecija University of Science and Technology
Navarro, E. C. (2022) · Engineering Technology & Applied Science Research · doi:10.48084/etasr.4737 · Cited by 2
“If a user perceives a technology as easy to use and perceives it as useful to his needs, chances are he will accept it [18].”
Background
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“In the field of information systems, meta-analysis has been used to test theories regarding technology acceptance (King & He, 2006; Ma & Liu, 2004; Schepers & Wetzels, 2007; J. Wu & Lederer, 2009), decision support system implementation (Alavi & Joachimsthaler, 1992), enterprise system…”
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“An up-to-date review of existing TAM studies and meta analyses can be found in [24, Ma and Liu, 2004] or [22, Legris et al., 2003].”
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“We focus on these constructs in our experiment, as researchers have determined that these are the most inﬂuential with respect to both the intention to use and the actual use of technologies (Ma and Liu 2004).”
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Authors: Ma, Q., & Liu, L.
Affiliations: University of Central Missouri (US)
University of Akron (US)
ORCID: Liu, Liping
Venue: Journal of Organizational and End User Computing
Publisher: IGI Global Scientific Publishing
Published: 2004-01-01
Volume: 16
Issue: 1
Pages: 59-72
ISSN: 1546-2234 (ISSN-L)
1546-5012
DOI: 10.4018/joeuc.2004010104
OpenAlex: W2067960261
Cited by: 660
References: 43
Citations by year: 2026: 30 · 2025: 28 · 2024: 23 · 2023: 33 · 2022: 35 · 2021: 36 · 2020: 24 · 2019: 24 · 2018: 24 · 2017: 26 · 2016: 28 · 2015: 31 · 2014: 45 · 2013: 30 · 2012: 38
FWCI: 40.16
Type: journal article
Language: ng
Open access: closed
Locations: Journal of Organizational and End User Computing (publishedVersion)
RePEc: Research Papers in Economics (submittedVersion)
Topics: Social Sciences › Decision Sciences › Information Systems and Management › Technology Adoption and User Behaviour
Physical Sciences › Computer Science › Human-Computer Interaction › Usability and User Interface Design
Physical Sciences › Computer Science › Human-Computer Interaction › Innovative Human-Technology Interaction
Keywords: technology acceptance model, perceived ease of use, perceived usefulness, technology acceptance, information technology adoption, user acceptance

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The Technology Acceptance Model: A Meta-Analysis of Empirical Findings

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