---
title: "Technology acceptance model (TAM): formula and example"
description: "Technology acceptance model (TAM) explained: variables, a worked example, related methods and assumptions. Intention to use a technology depends on its perceived usefulness and ease of use; estimated with SEM."
url: https://scholar4ai.com/equations/technology-acceptance-model-tam
markdown_url: https://scholar4ai.com/equations/technology-acceptance-model-tam.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Technology acceptance model (TAM) explained: variables, a worked example, related methods and assumptions. Intention to use a technology depends on its perceived usefulness and ease of use; estimated with SEM. (as of 2026-11-05)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-05T06:02:37+09:00
window: 2026-10-07 to 2026-11-05
source: OpenAlex (CC0)
---

# Technology acceptance model (TAM)

$$
BI = \beta_1\, PU + \beta_2\, PEOU + \varepsilon,\quad PU = \gamma\, PEOU + \nu
$$

Intention to use a technology depends on its perceived usefulness and ease of use; estimated with SEM.

- area: Behavioural and survey models
- 2 papers in the last 7 days
- Names searched for: technology acceptance model, TAM

Back to the ranking: https://scholar4ai.com/rankings/equations.md

## Variables and notation

BI is behavioral intention, PU perceived usefulness and PEOU perceived ease of use; beta coefficients link predictors to intention and gamma ease to usefulness; epsilon/nu are disturbances.

## Worked example

For PU=4,PEOU=3,beta1=0.6,beta2=0.2 and zero error, predicted BI=2.4+0.6=3.

## Related methods and when to use them

TAM focuses on usefulness and ease; UTAUT adds a broader set of acceptance constructs. Survey scales, measurement validity and omitted factors affect interpretation; fitted associations do not establish adoption causality.

## Sources and further reading

- [Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology](https://doi.org/10.2307/249008)

Examples use illustrative inputs, not observed research results. Logarithms are natural unless stated otherwise. Guide updated 2026-11-05. Prepared by Scholar4AI. [Editorial and verification policy](/editorial-policy).

## Key findings

- Technology acceptance model (TAM) was mentioned in 27 papers in the last 30 days (2026-10-07 to 2026-11-05), ranking #56 of the 248 equations and models mentioned.
- By journal category: Higher Education and Research (6), Information Systems (3), Operations Research (3), Tourism and Hospitality (3), Health Economics and Policy (3), Management (3), Finance (2), AI (2), Economics (1) and Marketing (1).
- Most of them appeared in Research in Transportation Business & Management (2), Educational Technology Research and Development (2) and Future Business Journal (2).
- Often mentioned together with Structural equation modeling (SEM) (12), UTAUT (10) and Variance inflation factor (7).
- Datasets named in the same papers: Eurostat (2), Economic Policy Uncertainty index (1) and Twitter / X (1).
- From Nov 2023 to Oct 2026, 1,372 archived papers mentioned Technology acceptance model (TAM) in their title, abstract, keywords or full text, most of them in Mar 2026 (60).
- From 2017 to 2026 (so far), Technology acceptance model (TAM) was mentioned in 1,931 papers in the tracked journals, most of them in higher education and research (533), management (527) and information systems (287).
- 441 of them were published in 2025, against 36 in 2017.
- Since 2023, the institutions with the most of these papers were University of Johannesburg (23), Universidad de Granada (18) and Korea University (14).
- The journals publishing most of them were Education and Information Technologies (199), Future Business Journal (79) and Technological Forecasting and Social Change (52).
- The most-cited of them is “What factors contribute to the acceptance of artificial intelligence? A systematic review” (Telematics and Informatics, 2022), with 1,028 citations.

## Mentions over 36 months

*Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts, keywords and full texts)*

| Trend | Nov 23–Oct 24 | Nov 24–Oct 25 | Nov 25–Oct 26 | 36 months |
|---|---:|---:|---:|---:|
|  | 408 | 446 | 518 | 1,372 |

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Higher Education and Research](https://scholar4ai.com/categories/higher-education-and-research.md) | 10 | 15 | 27 | 20 | 28 | 25 | 56 | 120 | 127 | 105 |
| [Management](https://scholar4ai.com/categories/management.md) | 6 | 9 | 8 | 21 | 32 | 35 | 47 | 124 | 127 | 118 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 11 | 19 | 18 | 12 | 12 | 23 | 24 | 47 | 51 | 70 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 4 | 6 | 5 | 9 | 7 | 7 | 12 | 42 | 24 | 24 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 1 | 7 | 5 | 1 | 5 | 11 | 11 | 12 | 26 | 26 |
| [Tourism and Hospitality](https://scholar4ai.com/categories/tourism-and-hospitality.md) | 1 | 4 | 3 | 3 | 3 | 7 | 7 | 9 | 15 | 25 |
| [AI](https://scholar4ai.com/categories/ai.md) | 1 | 2 | 2 | 5 | 3 | 4 | 4 | 8 | 19 | 19 |
| [Finance](https://scholar4ai.com/categories/finance.md) | 0 | 2 | 0 | 1 | 3 | 0 | 4 | 11 | 15 | 27 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 1 | 0 | 2 | 0 | 1 | 1 | 6 | 11 | 19 | 21 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 1 | 0 | 1 | 0 | 1 | 2 | 2 | 3 | 8 | 14 |
| [Health Economics and Policy](https://scholar4ai.com/categories/health-economics-and-policy.md) | 0 | 1 | 0 | 2 | 0 | 2 | 2 | 8 | 7 | 8 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 4 |
| All categories | 36 | 65 | 71 | 74 | 95 | 117 | 176 | 395 | 441 | 461 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Education and Information Technologies](https://scholar4ai.com/journals/education-and-information-technologies.md) | 199 |
| 2 | [Future Business Journal](https://scholar4ai.com/journals/future-business-journal.md) | 79 |
| 3 | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 52 |
| 4 | [Technology in Society](https://scholar4ai.com/journals/technology-in-society.md) | 46 |
| 5 | [Journal of Innovation & Knowledge](https://scholar4ai.com/journals/journal-of-innovation-knowledge.md) | 44 |
| 6 | [International Journal of Educational Technology in Higher Education](https://scholar4ai.com/journals/international-journal-of-educational-technology-in-higher-education.md) | 36 |
| 7 | [Computers and Education Artificial Intelligence](https://scholar4ai.com/journals/computers-and-education-artificial-intelligence.md) | 36 |
| 8 | [Journal of Retailing and Consumer Services](https://scholar4ai.com/journals/journal-of-retailing-and-consumer-services.md) | 35 |
| 9 | [Journal of Open Innovation Technology Market and Complexity](https://scholar4ai.com/journals/journal-of-open-innovation-technology-market-and-complexity.md) | 33 |
| 10 | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | 32 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [University of Johannesburg](https://scholar4ai.com/institutions/university-of-johannesburg.md) | 23 |
| 2 | [Universidad de Granada](https://scholar4ai.com/institutions/universidad-de-granada.md) | 18 |
| 3 | [Korea University](https://scholar4ai.com/institutions/korea-university.md) | 14 |
| 4 | [University of Hong Kong](https://scholar4ai.com/institutions/university-of-hong-kong.md) | 14 |
| 5 | [Hong Kong Polytechnic University](https://scholar4ai.com/institutions/hong-kong-polytechnic-university.md) | 13 |
| 6 | [Education University of Hong Kong](https://scholar4ai.com/institutions/education-university-of-hong-kong.md) | 12 |
| 7 | Sunway University | 12 |
| 8 | Universidade Nova de Lisboa | 12 |
| 9 | University of Malaya | 12 |
| 10 | [Monash University](https://scholar4ai.com/institutions/monash-university.md) | 11 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | China | 203 |
| 2 | United Kingdom | 182 |
| 3 | United States | 156 |
| 4 | Germany | 140 |
| 5 | Spain | 104 |
| 6 | Australia | 95 |
| 7 | India | 85 |
| 8 | Italy | 78 |
| 9 | Malaysia | 74 |
| 10 | Turkey | 69 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | technology acceptance model | 496 |
| 2 | [perceived usefulness](https://scholar4ai.com/keywords/perceived-usefulness.md) | 332 |
| 3 | perceived ease of use | 288 |
| 4 | [technology acceptance](https://scholar4ai.com/keywords/technology-acceptance.md) | 182 |
| 5 | [technology adoption](https://scholar4ai.com/keywords/technology-adoption.md) | 178 |
| 6 | [behavioral intention](https://scholar4ai.com/keywords/behavioral-intention.md) | 148 |
| 7 | [generative AI](https://scholar4ai.com/keywords/generative-ai.md) | 100 |
| 8 | [social influence](https://scholar4ai.com/keywords/social-influence.md) | 98 |
| 9 | [ChatGPT](https://scholar4ai.com/keywords/chatgpt.md) | 90 |
| 10 | [university students](https://scholar4ai.com/keywords/university-students.md) | 86 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 1,028 | 22.0 | [What factors contribute to the acceptance of artificial intelligence? A systematic review](https://doi.org/10.1016/j.tele.2022.101925) | [Telematics and Informatics](https://scholar4ai.com/journals/telematics-and-informatics.md) | 2022-12-14 | Sage Kelly, Sherrie-Anne Kaye, Óscar Oviedo-Trespalacios |
| 2 | 1,002 | 13.3 | [I, Chatbot: Modeling the determinants of users’ satisfaction and continuance intention of AI-powered service agents](https://doi.org/10.1016/j.tele.2020.101473) | [Telematics and Informatics](https://scholar4ai.com/journals/telematics-and-informatics.md) | 2020-07-22 | Muhammad Ashfaq, Jiang Yun, Shubin Yu et al. |
| 3 | 852 | 25.4 | [A meta systematic review of artificial intelligence in higher education: a call for increased ethics, collaboration, and rigour](https://doi.org/10.1186/s41239-023-00436-z) | [International Journal of Educational Technology in Higher Education](https://scholar4ai.com/journals/international-journal-of-educational-technology-in-higher-education.md) | 2024-01-18 | Melissa Bond, Hassan Khosravi, Maarten F. de Laat et al. |
| 4 | 748 | 11.4 | [Understanding AI adoption in manufacturing and production firms using an integrated TAM-TOE model](https://doi.org/10.1016/j.techfore.2021.120880) | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | 2021-05-23 | Sheshadri Chatterjee, Nripendra Pratap Rana, Yogesh Kumar Dwivedi et al. |
| 5 | 646 | 7.8 | [Technology acceptance theories and factors influencing artificial Intelligence-based intelligent products](https://doi.org/10.1016/j.tele.2019.101324) | [Telematics and Informatics](https://scholar4ai.com/journals/telematics-and-informatics.md) | 2019-12-16 | Kwonsang Sohn, Ohbyung Kwon |
| 6 | 634 | 6.4 | [What drives people to accept automated vehicles? Findings from a field experiment](https://doi.org/10.1016/j.trc.2018.07.024) | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | 2018-07-31 | Zhigang Xu, Kaifan Zhang, Haigen Min et al. |
| 7 | 618 | 7.1 | [Technology readiness: a meta-analysis of conceptualizations of the construct and its impact on technology usage](https://doi.org/10.1007/s11747-019-00680-8) | [Journal of the Academy of Marketing Science](https://scholar4ai.com/journals/journal-of-the-academy-of-marketing-science.md) | 2019-08-05 | Markus Blut, Cheng Wang |
| 8 | 599 | 6.7 | [Determining factors in the adoption and recommendation of mobile wallet services in India: Analysis of the effect of innovativeness, stress to use and social influence](https://doi.org/10.1016/j.ijinfomgt.2019.05.022) | [International Journal of Information Management](https://scholar4ai.com/journals/international-journal-of-information-management.md) | 2019-06-13 | Nidhi Singh, Neena Sinha, Francisco José Liébana-Cabanillas |
| 9 | 556 | 17.5 | [Generative AI in healthcare: an implementation science informed translational path on application, integration and governance](https://doi.org/10.1186/s13012-024-01357-9) | [Implementation Science](https://scholar4ai.com/journals/implementation-science.md) | 2024-03-15 | Sandeep Reddy |
| 10 | 555 | 17.7 | [Generative AI and the future of higher education: a threat to academic integrity or reformation? Evidence from multicultural perspectives](https://doi.org/10.1186/s41239-024-00453-6) | [International Journal of Educational Technology in Higher Education](https://scholar4ai.com/journals/international-journal-of-educational-technology-in-higher-education.md) | 2024-03-24 | Abdullahi Yusuf, Nasrin Pervin, ‪Marcos Román-González‬ |

Archive counts by publication year: a paper counts when its title, abstract or keywords name the equation, or when OpenAlex's full-text search finds it there (searched for the last 30 days' papers and, by a pass over the past years, for older ones). Names added to the list later are looked for in older papers as the archive is read again.

*Papers mentioning Technology acceptance model (TAM), newest first.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-31 | [Exploring fintech lending continuance intention among Gen Z: a stimulus–organism–response approach to trust and perceived risk](https://doi.org/10.1016/j.jjimei.2026.100455) | [International Journal of Information Management Data Insights](https://scholar4ai.com/journals/international-journal-of-information-management-data-insights.md) | Rizka Ramayanti, Nurul Aisyah Rachmawati, Aswanti Setyawati et al. | Trilogi University; Institute of Transportation and Logistic Trisakti; Universiti Sains Malaysia |
| 2026-10-30 | [Context-dependent belief channels in eVTOL service deployment: Evidence from tourism, emergency medical services and logistics](https://doi.org/10.1016/j.rtbm.2026.101935) | [Research in Transportation Business & Management](https://scholar4ai.com/journals/research-in-transportation-business-management.md) | Xin Zhang, Mengjie Jin, Zhuo Chen et al. | Chung-Ang University; Nanjing University of Finance and Economics; Shandong University |
| 2026-10-29 | [Understanding electric vehicles discontinuance: A stressor–strain–outcome perspective](https://doi.org/10.1016/j.tranpol.2026.104518) | [Transport Policy](https://scholar4ai.com/journals/transport-policy.md) | Ali Vafaei Zadeh, Seen Yee Choo, Kelly Lim et al. | Universiti Sains Malaysia; Asia Pacific University of Technology & Innovation; Sultan Qaboos University |
| 2026-10-29 | [FinTech adoption and perceived banking performance in emerging Asian economies: Regional heterogeneity in managerial perceptions across Sri Lanka, Pakistan, Bangladesh, and Indonesia](https://doi.org/10.1016/j.iref.2026.106006) | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | Samir Alamad | Coventry University |
| 2026-10-29 | [Sociotechnical adoption of AI-enabled and AI-adjacent smart technologies and adaptive resilience in hospitality and tourism SMEs: a qualitative meta-synthesis](https://doi.org/10.1007/s40558-026-00422-x) | [Information Technology & Tourism](https://scholar4ai.com/journals/information-technology-tourism.md) | Mohammadreza Parsanejad, Ali Zokaei Kuhbanani | Iran University of Science and Technology; Sharif University of Technology |
| 2026-10-28 | [Artificial intelligence and empathetic communication to enhance learning engagement, motivation, and effectiveness](https://doi.org/10.1007/s11423-026-10720-0) | [Educational Technology Research and Development](https://scholar4ai.com/journals/educational-technology-research-and-development.md) | Chih‐Hung Wu, Yi-Ting Lin, Mei-Tzu Chou et al. | National Tsing Hua University; National Taichung University of Education; National Chung Hsing University; … |
| 2026-10-28 | [Motivations of machine translation users among foreign language learners: A latent class model with ethical implications](https://doi.org/10.1007/s10639-026-14157-z) | [Education and Information Technologies](https://scholar4ai.com/journals/education-and-information-technologies.md) | Xianlong Zhu, Xiqin Liu | South China University of Technology; University of Cambridge |
| 2026-10-28 | [Augmenting retail: The synergistic effects of augmented reality shopping experiences, product familiarity, and consumer innovativeness on purchase intention in China's e-commerce market](https://doi.org/10.1016/j.jretconser.2026.105173) | [Journal of Retailing and Consumer Services](https://scholar4ai.com/journals/journal-of-retailing-and-consumer-services.md) | Huifang Wang, Hou Zixuan | Huanghe Science and Technology College; Sun Yat-sen University |
| 2026-10-27 | [Drivers and academic outcomes of generative AI use among university students in Benin](https://doi.org/10.1016/j.caeo.2026.100431) | [Computers and Education Open](https://scholar4ai.com/journals/computers-and-education-open.md) | Mori W. Gouroubera, Faridah Dosso, Alcade C. Segnon et al. | Université de Parakou; International Center for Tropical Agriculture; International Center for Tropical Agriculture; … |
| 2026-10-26 | [Quality versus quantity: including imperfect training data improves prediction of user satisfaction in software projects](https://doi.org/10.1007/s10115-026-02898-9) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | Łukasz Radliński | West Pomeranian University of Technology in Szczecin |
| 2026-10-25 | [Developing a practical student guide for responsible and reflective use of GenAI in higher education](https://doi.org/10.1007/s40979-026-00237-7) | [International Journal for Educational Integrity](https://scholar4ai.com/journals/international-journal-for-educational-integrity.md) | Zeenath Reza Khan, Veronika Krásničan, Neha Hemnani | University of Wollongong in Dubai |
| 2026-10-23 | [Rethinking human–AI agency in tourism and hospitality: A framework for the agentic AI era](https://doi.org/10.1016/j.tourman.2026.105557) | [Tourism Management](https://scholar4ai.com/journals/tourism-management.md) | Yujeong Jo, Hakseung Shin | Hong Kong Polytechnic University; Hanyang University |
| 2026-10-22 | [From ride acceptance to premium payment: A value-based study of air taxi service adoption](https://doi.org/10.1016/j.rtbm.2026.101927) | [Research in Transportation Business & Management](https://scholar4ai.com/journals/research-in-transportation-business-management.md) | Wenjuan Liu, Guanqiu Qi, Xueqin Wang et al. | Shandong University; Chung-Ang University |
| 2026-10-21 | [Healthcare providers’ use and acceptance of translation technologies in multilingual healthcare settings: a cross-sectional study](https://doi.org/10.1186/s12939-026-03085-6) | [International Journal for Equity in Health](https://scholar4ai.com/journals/international-journal-for-equity-in-health.md) | Annika Kreienbrinck, Saskia Hanft-Robert, Muhammed-Talha Topçu et al. | University Medical Center Hamburg-Eppendorf; Hochschule Magdeburg-Stendal; Stellenbosch University; … |
| 2026-10-21 | [Explaining teacher adoption of AI through the technology acceptance model: a meta-analysis and systematic review](https://doi.org/10.1007/s10462-026-11736-x) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | Prashanth Shenoy, Mirka Saarela | University of Jyväskylä |
| 2026-10-20 | [Consumer innovativeness and purchase behaviour in AI-enabled voice commerce: parallel mediation by attitude and trust](https://doi.org/10.1186/s43093-026-01027-w) | [Future Business Journal](https://scholar4ai.com/journals/future-business-journal.md) | Jyoti Sharma, Shabnam Gulati, Jamal Akhtar Khan et al. | Lovely Professional University; Chandigarh University; Prince Sattam Bin Abdulaziz University |
| 2026-10-19 | [Telemedicine policy implementation during COVID-19: a mixed-methods analysis of Taiwan's community triage strategy](https://doi.org/10.1016/j.hlpt.2026.101344) | [Health Policy and Technology](https://scholar4ai.com/journals/health-policy-and-technology.md) | Brian Pin-Hsuan Chang, Yao-Mao Chang, I-chang Tsai et al. | Taipei Medical University; National Central University; Landseed Hospital; … |
| 2026-10-19 | [Cryptocurrency and initial trust formation: an empirical investigation into the dynamics of willingness to use in financial transactions](https://doi.org/10.1186/s40854-026-00926-9) | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | Ahmed Geebren | Tobruk University |
| 2026-10-17 | [Technology adoption among silver tourists: A cross-cultural configurational comparison of Greece and the United Kingdom](https://doi.org/10.1016/j.technovation.2026.103745) | [Technovation](https://scholar4ai.com/journals/technovation.md) | Andrea Caputo, Seckin Celik, Christina Karadimitriou et al. | York St John University; University of Trento; University of Johannesburg; … |
| 2026-10-14 | [Cultural value configurations and guests’ evaluations of AI-enabled service technologies](https://doi.org/10.1016/j.ijhm.2026.104932) | [International Journal of Hospitality Management](https://scholar4ai.com/journals/international-journal-of-hospitality-management.md) | Matteo Borghi, Phatcharasiri Ratcharak, Mustafeed Zaman et al. | University of Reading; University of Greenwich; Audencia Business School; … |
| 2026-10-13 | [Developing computational thinking in teacher education: a brief experience with coding, robotics, and machine learning](https://doi.org/10.1007/s11423-026-10744-6) | [Educational Technology Research and Development](https://scholar4ai.com/journals/educational-technology-research-and-development.md) | Susana Sánchez Castro, María Ángeles Pascual Sevillano, Rogelio Buceta Otero et al. | Universidad de Oviedo; Junta de Andalucía |
| 2026-10-13 | [Digital financial inclusion and SME performance: a structural equation modeling analysis of FinTech adoption impact in emerging markets](https://doi.org/10.1186/s43093-026-01024-z) | [Future Business Journal](https://scholar4ai.com/journals/future-business-journal.md) | Rodrigo Bochner |  |
| 2026-10-12 | [Examining determinants of cloud analytics adoption in SMEs](https://doi.org/10.1007/s10257-026-00744-7) | [Information Systems and e-Business Management](https://scholar4ai.com/journals/information-systems-and-e-business-management.md) | Benedict Langer, Alex Feld | Technical University of Munich |
| 2026-10-09 | [The future of game-based logistics: a systematic review of applications, functions, and evidence](https://doi.org/10.1016/j.tra.2026.105297) | [Transportation Research Part A Policy and Practice](https://scholar4ai.com/journals/transportation-research-part-a-policy-and-practice.md) | Seyed Sina Mohri, Russell George Thompson, Lele Zhang et al. | The University of Melbourne |
| 2026-10-09 | [Data sharing for adaptive user interfaces: The influence of health constraints](https://doi.org/10.1016/j.teler.2026.100378) | [Telematics and Informatics Reports](https://scholar4ai.com/journals/telematics-and-informatics-reports.md) | Henrik Laumert, Miriam Grates, Martina Brandt | TU Dortmund University; Hochschule Niederrhein |
| 2026-10-08 | [Modeling the relationships between university students’ AI competence, AI ethical awareness, and AI anxiety: A dual-stage PLS-SEM and ANN analysis](https://doi.org/10.1016/j.caeai.2026.100687) | [Computers and Education Artificial Intelligence](https://scholar4ai.com/journals/computers-and-education-artificial-intelligence.md) | Yaqiao Mu, Junjie Gavin Wu, Wenxi Xie et al. | Macao Polytechnic University; Gansu Institute of Political Science and Law |
| 2026-10-08 | [Stakeholder acceptance and feasibility of REM, a multi-device medication reminder system for adults with hypertension](https://doi.org/10.1016/j.hlpt.2026.101335) | [Health Policy and Technology](https://scholar4ai.com/journals/health-policy-and-technology.md) | Eloisa Tricia Pueblos, Syrill Anne Margarett Yumang, Elaine Grace Mariano et al. | Adamson University; The University of Texas at San Antonio |

## Cite this page

Scholar4AI. (2026). Technology acceptance model (TAM). Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/equations/technology-acceptance-model-tam

```bibtex
@misc{scholar4ai-equations-technology-acceptance-model-tam,
  author = {{Scholar4AI}},
  title = {Technology acceptance model (TAM)},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/equations/technology-acceptance-model-tam}},
  urldate = {2026-11-05},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).