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References from Behavioral intention to use mental health chatbots in Saudi Arabia: a cross-sectional UTAUT-based study. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2023 · External reference
Artificial intelligence in mental health care: task-specific perspectives of professionals in Saudi Arabia
10.3390/healthcare14060701 · 2026 · External reference
Your robot therapist is not your therapist: understanding the role of AI-powered mental health chatbots
10.3389/fdgth.2023.1278186 · 2023 · External reference
The willingness to utilize psychological health applications among Saudis: a study guided by the unified theory of acceptance and use of technology (UTAUT)
10.1177/00469580261437649 · 2026 · External reference
Acceptance of using artificial intelligence and digital technology for mental health interventions: the development and initial validation of the UTAUT-AI-DMHI
10.1002/cpp.70085 · 2025 · External reference
Artificial intelligence conversational agents in mental health: patients see potential, but prefer humans in the loop
10.3389/fpsyt.2024.1505024 · 2025 · External reference
Exploring users’ acceptance and engagement with mental health chatbots: insights from an integrative review
10.1155/ijta/9055091 · 2026 · External reference
Factors predicting intentions of adoption and continued use of artificial intelligence chatbots for mental health: examining the role of the UTAUT model, stigma, privacy concerns, and artificial intelligence hesitancy
10.1089/tmj.2023.0313 · 2024 · External reference
Exploring the ethical challenges of conversational AI in mental health care: scoping review
10.2196/60432 · 2025 · External reference
User acceptance of information technology: toward a unified view
10.2307/30036540 · 2003 · External reference
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
10.3389/fdgth.2025.1659997 · 2025 · External reference
Investigating the factors influencing users’ adoption of artificial intelligence health assistants based on an extended UTAUT model
10.1038/s41598-025-01897-0 · 2025 · External reference
A systematic review of mental health in the Arab region
10.1177/00220221251406572 · 2026 · External reference
Healthcare consumers' acceptance and use of digital health technology in LMICs and the role of self-efficacy and facilitating conditions: a systematic review and meta-analysis
10.1016/j.lanwpc.2026.101875 · 2026 · External reference
Exploring students' perceptions and usage of artificial intelligence in supporting mental health: a preliminary study in higher education in Qatar
10.3390/healthcare14091247 · 2026 · External reference
University students’ perceptions and intentions to use digital mental health services including online therapy and mental health apps: a cross-sectional study
10.3390/ijerph23060719 · 2026 · External reference
Assessment of Saudi public perceptions and opinions towards artificial intelligence in health care
10.3390/medicina60060938 · 2024 · External reference
Barriers to mental health service utilisation among medical students in Saudi Arabia
10.3389/fpubh.2024.1371628 · 2024 · External reference
Reconceptualising the treatment gap for common mental disorders: A fork in the road for global mental health?
10.1192/bjp.2021.221 · 2022 · External reference
Barriers to mental health treatment in the Saudi National Mental Health Survey
10.3390/ijerph17113877 · 2020 · External reference
Global estimates of service coverage for severe mental disorders: findings from the WHO mental health atlas 2017
10.1017/gmh.2021.19 · 2021 · External reference
Effectiveness of artificial intelligence chatbots on mental health and well-being in college students: a rapid systematic review
10.3389/fpsyt.2025.1621768 · 2025 · External reference
Factors influencing perceived benefits and behavioral intention to use mental health chatbots among professional employees: an empirical study
10.3389/fdgth.2025.1606273 · 2025 · External reference
Help-seeking in the age of AI: cross-sectional survey of the use and perceptions of AI-based mental health support among US adults
10.2196/88196 · 2026 · External reference
Barriers and facilitators to the use of large language model-based conversational agents in mental healthcare: a systematic review
10.3390/healthcare14101267 · 2026 · External reference