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In the era of GenAI, user attitude-shaped by cognition, emotion, and behavior-plays a critical role in the sustainable development of human-AI interaction. Human creativity and intelligence, as core drivers of social progress, are important factors influencing user attitudes. This paper systematically reviews 243 peer-reviewed studies on GenAI user attitudes published since 2019, identifying major research methods and theoretical perspectives, including the Technology Acceptance Model (TAM), the Unified Theory of Acceptance and Use of Technology (UTAUT), and the AI Device Use Acceptance (AIDUA) model. Drawing on contemporary creativity theories-such as Sternberg's Theory of Successful Intelligence, the 4C Model by Kaufman and Beghetto, and the Dynamic Creativity Framework-we analyze how creativity and intelligence are conceptualized in current studies and how they affect user responses to GenAI. Through cross-cultural analysis and multimodal comparison, this review offers a comprehensive understanding of the interplay between GenAI and human creativity, aiming to support more inclusive and sustainable human-AI collaboration.
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http://dx.doi.org/10.3390/jintelligence13070078 | DOI Listing |
JMIR Res Protoc
September 2025
Department of Health Services Research & Administration, College of Public Health, University of Nebraska Medical Center, Omaha, NE, United States.
Background: With the availability of more advanced and effective treatments, life expectancy has improved among patients with metastatic breast cancer (MBC), but this makes communication with their medical oncologist more complex. Some patients struggle to learn about their therapeutic options and to understand and articulate their preferences. Mobile health (mHealth) apps can enhance patient-provider communication, playing a crucial role in the diagnosis, treatment, quality of life, and outcomes for patients living with MBC.
View Article and Find Full Text PDFJMIR Form Res
September 2025
Department of Orthopedics, The First People's Hospital of Guannan: Lianyun, Lianyungang, China.
Background: Adolescence is a critical period for lifelong health, which makes access to accurate and comprehensive sexuality education essential. As video platforms become a primary source of information for adolescents, the quality of their content significantly impacts their physical and mental health.
Objective: This study aimed to evaluate the quality, reliability, understandability, and actionability of adolescent sexuality education videos on major Chinese platforms (Bilibili, TikTok or Douyin, and Kwai), analyze associated user comment sentiment and topics, identify predictors of quality and reliability, and provide recommendations.
JMIR Res Protoc
September 2025
University of Basel, Basel, Switzerland.
Background: Despite the increasing options for public and private health care providers in the Lao People's Democratic Republic (Lao PDR), choosing a high-quality provider or facility is difficult because timely and reliable information about providers is not readily available. Additionally, only 28% described their most recent visit to a health care provider as high quality, suggesting that while options for care are expanding, people may need support in finding providers that meet their quality needs. To inform efforts to improve access to high-quality care, evidence is needed on mechanisms that empower people to identify and use such care.
View Article and Find Full Text PDFPLoS One
September 2025
Department of Orthopaedics, Rijnstate Hospital, Arnhem, The Netherlands.
Background: Patients with medial compartment knee osteoarthritis (OA) may benefit from wearing a valgus brace, but previous studies lacked consideration for brace wearing time, co-interventions and the brace users' perceptions. This mixed-method randomised controlled trial investigated the effectiveness of a valgus brace on knee pain and activity limitations alongside exploring user perceptions.
Materials And Methods: Participants randomised to the intervention group (n = 23) received regular care and a customisable valgus brace for 6 months while the participants randomised to the waitlist control group (n = 23) were allowed any regular care treatment except for a knee brace.
Glob Health Promot
September 2025
TeenSmart International, Zapote, San José, Costa Rica.
Digital health platforms hold promise for addressing youth health inequalities; however, the factors that enable their successful expansion remain to be explored in depth. This study examines the scaling process of JovenSalud.net, a nonprofit digital platform for adolescent health promotion in Central America, led by TeenSmart International, as part of the 18-month 'Transition to Scale' initiative (2022-2023).
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