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Perceptions and Needs of Artificial Intelligence in Health Care to Increase Adoption: Scoping Review

Perceptions and Needs of Artificial Intelligence in Health Care to Increase Adoption: Scoping Review

Owing to the emerging nature of modern AI systems, the perceptions and needs of affected stakeholders (eg, health care providers, patients, caregivers, policy makers, and IT technicians) on the use of AI in health care are not yet fully understood.

Han Shi Jocelyn Chew, Palakorn Achananuparp

J Med Internet Res 2022;24(1):e32939

Needs and Experiences of Users of Digital Navigation Tools for Mental Health Treatment and Supportive Services: Survey Study

Needs and Experiences of Users of Digital Navigation Tools for Mental Health Treatment and Supportive Services: Survey Study

However, given the diversity of the needs and experiences of users and the difficulty of maintaining accurate informational resources across a variety of platforms, quantifying the actual experience of users is critical. The National Alliance on Mental Illness (NAMI) is a nonprofit, national advocacy group based in the United States.

Elizabeth Stafford, Teri Brister, Ken Duckworth, Natali Rauseo-Ricupero, Sarah Lagan

JMIR Ment Health 2021;8(6):e27022

Influence of COVID-19 Lockdowns on the Usage of a Vision Assistance App Among Global Users With Visual Impairment: Big Data Analytics Study

Influence of COVID-19 Lockdowns on the Usage of a Vision Assistance App Among Global Users With Visual Impairment: Big Data Analytics Study

The important knowledge about the needs of individuals with visual impairment for vision assistance include, albeit not exclusively, the purpose of visual tasks (eg, mobility and leisure reading), visual targets (eg, text, object, and pet), environment (eg, location and lighting conditions), effectiveness (or gap), and the availability of vision assistance means (eg, magnifiers and sighted companions). It should be noted that their needs may evolve dynamically.

Gang Luo, Shrinivas Pundlik

J Med Internet Res 2021;23(5):e26283

Demands and Needs for Psycho-Oncological eHealth Interventions in Women With Cancer: Cross-Sectional Study

Demands and Needs for Psycho-Oncological eHealth Interventions in Women With Cancer: Cross-Sectional Study

Previous studies reported that cancer patients with unmet supportive care needs are those who are younger, female, manifest high anxious or depressive scores, live alone [3,8,9], have a lower income [10], or have a lower Qo L [11]. Patients with breast, colorectal, blood, lung, and prostate cancer reported higher unmet supportive care needs than patients with melanoma [12].

Johanna Ringwald, Lennart Marwedel, Florian Junne, Katrin Ziser, Norbert Schäffeler, Lena Gerstner, Markus Wallwiener, Sara Yvonne Brucker, Martin Hautzinger, Stephan Zipfel, Martin Teufel

JMIR Cancer 2017;3(2):e19

Developing a Cost-Effective Surgical Scheduling System Applying Lean Thinking and Toyota’s Methods for Surgery-Related Big Data for Improved Data Use in Hospitals: User-Centered Design Approach

Developing a Cost-Effective Surgical Scheduling System Applying Lean Thinking and Toyota’s Methods for Surgery-Related Big Data for Improved Data Use in Hospitals: User-Centered Design Approach

According to analysis, the main cause of this issue is the lack of a surgical scheduling system that can meet the needs of users. Uncertainty creates panic. When the IT department was asked to provide a surgical scheduling system that could meet the needs of OR staff and surgeons in our hospital, they could not provide such a system. Why did the IT department have no ability to provide us with a surgical scheduling system that could meet our needs?

Chien-Chung Lin, Jian-Hong Shen, Shu-Fang Chen, Hung-Ming Chen, Hung-Meng Huang

JMIR Form Res 2024;8:e52185

Preferences for Text Messaging Supports During Youth Transition to Adult Mental Health Services: Theory-Informed Modified e-Delphi Study

Preferences for Text Messaging Supports During Youth Transition to Adult Mental Health Services: Theory-Informed Modified e-Delphi Study

Youth in Canada (aged 16-24 years) have the highest rates of mental health and addiction concerns across all age groups and the most unmet health care needs [1]. Mental health or substance use concerns are experienced by 1 in 5 young people [2]. Significantly, it is during this time in their lives when youth no longer qualify for most child services and must meet eligibility criteria if they need to access adult mental health services [3].

Negar Vakili, Janet A Curran, Roisin Walls, Debbie Phillips, Alanna Miller, Christine Cassidy, Lori Wozney

JMIR Form Res 2024;8:e51690

Needs Expressed in Peer-to-Peer Web-Based Interactions Among People With Depression and Anxiety Disorders Hospitalized in a Mental Health Facility: Mixed Methods Study

Needs Expressed in Peer-to-Peer Web-Based Interactions Among People With Depression and Anxiety Disorders Hospitalized in a Mental Health Facility: Mixed Methods Study

Unmet needs are particularly problematic in patients with psychiatric disorders because their mental condition might be an obstacle to expressing these needs [57,58]. One such condition is dementia, as studied by Røsvik and Rokstad [59] in a systematic review aimed at identifying the needs of patients, caregivers, and staff in the context of acute hospitalization. There have been studies conducted with the objective of deepening our understanding of patients’ needs.

Dawid Storman, Paweł Jemioło, Zuzanna Sawiec, Mateusz Jan Swierz, Ewa Antonowicz, Malgorzata M Bala, Anna Prokop-Dorner

J Med Internet Res 2024;26:e51506

Mindfulness Training for Depressed Older Adults Using Smartphone Technology: Protocol for a Fully Remote Precision Clinical Trial

Mindfulness Training for Depressed Older Adults Using Smartphone Technology: Protocol for a Fully Remote Precision Clinical Trial

Identifying needs and preferences that drive engagement would allow for more precise intervention delivery, thereby leading to improved outcomes. However, our ability to reliably identify and detect valid markers that predict symptoms, treatment engagement, and response remains limited for neuropsychiatric disorders due, in part, to inexact outcome assessment strategies in clinical trials [1,18,19].

Abigail Schweiger, Thomas L Rodebaugh, Eric J Lenze, Katie Keenoy, Jason Hassenstab, Jeanne Kloeckner, Torie R Gettinger, Ginger E Nicol

JMIR Res Protoc 2022;11(10):e39233

Understanding Patients’ Preferences for a Digital Intervention to Prevent Posttreatment Deterioration for Bulimia-Spectrum Eating Disorders: User-Centered Design Study

Understanding Patients’ Preferences for a Digital Intervention to Prevent Posttreatment Deterioration for Bulimia-Spectrum Eating Disorders: User-Centered Design Study

The first step is to learn core users’ needs and preferences (Investigate), generate initial product ideas (Ideate), create a minimally viable product as a prototype (Prototype), iteratively test the prototype (Evaluate), refine the design and develop the final product (Refine and Develop), and test the product in real-world (Validate) [22].

Jianyi Liu, Alyssa Giannone, Hailing Wang, Lucy Wetherall, Adrienne Juarascio

JMIR Form Res 2024;8:e60865

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