Effort Expectancy | List of Frontiers open access articles

Original Research

Published on 27 Sep 2022

The behavioral intention to adopt mobile health services: The moderating impact of mobile self-efficacy

in Digital Public Health

Isaac Kofi Mensah
Guohua Zeng
Deborah Simon Mwakapesa

Frontiers in Public Health

doi 10.3389/fpubh.2022.1020474

9,214 views
25 citations

Original Research

Published on 04 May 2022

The Impact of Beliefs on Health Information Social Sharing for Users: The Perspectives of Social Psychology and Information Technology

in Health Psychology

Ruiqi Yao
Dongfang Sheng

Frontiers in Psychology

doi 10.3389/fpsyg.2022.891126

7,102 views
7 citations

Original Research

Published on 29 Jan 2026

Modeling music student teachers’ behavioral intention of using artificial intelligence in China

in Educational Psychology

Yanlong Niu

Frontiers in Psychology

doi 10.3389/fpsyg.2026.1756135

404 views

Original Research

Published on 25 Sep 2024

Investigating older adults users’ willingness to adopt wearable devices by integrating the technology acceptance model (UTAUT2) and the Technology Readiness Index theory

in Aging and Public Health

Chengzhen Wu
Gyoo Gun Lim

Frontiers in Public Health

doi 10.3389/fpubh.2024.1449594

15,666 views
39 citations

Original Research

Published on 30 Jul 2025

Perception of buffalo farmers towards scientific buffalo husbandry practices: applying the extended UTAUT framework

in Animal Physiology and Management

Sabu Aiswarya
Makarabbi Gururaj
Saxena Navneet
Madan Lal Sharma

Frontiers in Animal Science

doi 10.3389/fanim.2025.1618632

2,427 views

Original Research

Published on 20 Feb 2026

Modeling behavioral intention toward generative AI use in higher education English language teaching

in Higher Education

Ronnel Victor Kilat

Frontiers in Education

doi 10.3389/feduc.2026.1743380

245 views

Original Research

Published on 16 Feb 2026

Information technology acceptance and adoption in the telemedicine sector: a case of Mobile health apps

in Human Factors and Digital Health

Bareeq AlGhannam
Mariam Alsabah
Shaikhah Alainati
Ahmad Alsaber
Faisal AlReshaid
Omar AlHussainan
Omer Gibreel
Mohammad Alkandari

Frontiers in Digital Health

doi 10.3389/fdgth.2026.1718447

650 views

Original Research

Published on 03 Feb 2025

Understanding pre-service teachers' intention to adopt and use artificial intelligence in Nigerian inclusive classrooms

in Special Educational Needs

Olufemi Timothy Adigun
Faisat Adeniran Tijani
Cynthy K. Haihambo
Simasiku Limbo Enock

Frontiers in Education

doi 10.3389/feduc.2025.1519472

4,752 views
13 citations

Original Research

Published on 19 Nov 2024

Understanding older adults’ acceptance of Chatbots in healthcare delivery: an extended UTAUT model

in Aging and Public Health

Shulan Yu
Tianyue Chen

Frontiers in Public Health

doi 10.3389/fpubh.2024.1435329

10,164 views
20 citations

Original Research

Published on 23 Sep 2025

Exploring the acceptance of ChatGPT in higher education: a comprehensive quantitative study of university students and faculty

in Digital Education

Mehmet Haldun Kaya
Tufan Adıgüzel

Frontiers in Education

doi 10.3389/feduc.2025.1652292

4,826 views
1 citation

Original Research

Published on 16 May 2022

Investigating Factors Influencing Nurses’ Behavioral Intention to Use Mobile Learning: Using a Modified Unified Theory of Acceptance and Use of Technology Model

in Educational Psychology

Chen-Ying Su
Cheng-Min Chao

Frontiers in Psychology

doi 10.3389/fpsyg.2022.673350

8,708 views
33 citations

Original Research

Published on 05 Dec 2025

Factors influencing learners learning interest when using AI chatbots-assisted math leaning in higher education

in Educational Psychology

Kang Li

Frontiers in Psychology

doi 10.3389/fpsyg.2025.1716913

1,918 views

Hypothesis and Theory

Published on 21 May 2025

Exploring the determinants of AIGC usage intention based on the extended AIDUA model: a multi-group structural equation modeling analysis

in Cognitive Science

Xueyan Bai
Lin Yang

Frontiers in Psychology

doi 10.3389/fpsyg.2025.1589318

9,111 views
5 citations

Clinical Trial

Published on 18 Apr 2024

Enhancing the acceptance of smart sensing in psychotherapy patients: findings from a randomized controlled trial

in Digital Mental Health

Fabian Rottstädt
Eduard Becker
Gabriele Wilz
Ilona Croy
Harald Baumeister
Yannik Terhorst

Frontiers in Digital Health

doi 10.3389/fdgth.2024.1335776

3,522 views
9 citations

Original Research

Published on 04 Nov 2025

Healthcare practitioners' acceptance of using telehealth in the Kingdom of Saudi Arabia: an application of the unified theory of acceptance and use of technology model

in Human Factors and Digital Health

Abdullah A. AlMojaibel
Abdulelah Aldhahir
Khalid Aldilaijan
Rayyan Almusally
Marah AlAtrash
Mohammad A. Alkhofi
Saeed M. Alghamdi
Yousef Alqurashi
Mohammed Alsubaiei
Khalid AlHarkan

Frontiers in Digital Health

doi 10.3389/fdgth.2025.1659997

1,979 views

Original Research

Published on 04 Sep 2024

Intention to use personal health record system and its predictors among chronic patients enrolled at public hospitals in Bahir Dar city, northwest Ethiopia: using modified UTAUT2 model

in Family Medicine and Primary Care

Solomon Abuhay Abebe
Berhanu Fikadie Endehabtu
Agmasie Damtew Walle
Debela Tsegaye Hailu
Ayenew Tilahun Yeshaneh
Eshetie Andargie Dres
Mengestu Tesfaye Yimmam
Kassahun Dessie Gashu

Frontiers in Medicine

doi 10.3389/fmed.2024.1421559

3,552 views
3 citations

Articles

The behavioral intention to adopt mobile health services: The moderating impact of mobile self-efficacy

The Impact of Beliefs on Health Information Social Sharing for Users: The Perspectives of Social Psychology and Information Technology

Modeling music student teachers’ behavioral intention of using artificial intelligence in China

Investigating older adults users’ willingness to adopt wearable devices by integrating the technology acceptance model (UTAUT2) and the Technology Readiness Index theory

Perception of buffalo farmers towards scientific buffalo husbandry practices: applying the extended UTAUT framework

Modeling behavioral intention toward generative AI use in higher education English language teaching

Information technology acceptance and adoption in the telemedicine sector: a case of Mobile health apps

Understanding pre-service teachers' intention to adopt and use artificial intelligence in Nigerian inclusive classrooms

Understanding older adults’ acceptance of Chatbots in healthcare delivery: an extended UTAUT model

Exploring the acceptance of ChatGPT in higher education: a comprehensive quantitative study of university students and faculty

Investigating Factors Influencing Nurses’ Behavioral Intention to Use Mobile Learning: Using a Modified Unified Theory of Acceptance and Use of Technology Model

Factors influencing learners learning interest when using AI chatbots-assisted math leaning in higher education

Exploring the determinants of AIGC usage intention based on the extended AIDUA model: a multi-group structural equation modeling analysis

Enhancing the acceptance of smart sensing in psychotherapy patients: findings from a randomized controlled trial

Healthcare practitioners' acceptance of using telehealth in the Kingdom of Saudi Arabia: an application of the unified theory of acceptance and use of technology model

Intention to use personal health record system and its predictors among chronic patients enrolled at public hospitals in Bahir Dar city, northwest Ethiopia: using modified UTAUT2 model