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Experiences With an In-Bed Real-Time Motion Monitoring System on a Geriatric Ward: Mixed Methods Study

Experiences With an In-Bed Real-Time Motion Monitoring System on a Geriatric Ward: Mixed Methods Study

Nursing can do that Overall, the nurses expressed a willingness to continue using the IRMS but highlighted that care is not entirely dependent on such a technology. In the following discussion, possible backgrounds for this evaluation will be examined further. The two initial training sessions showed differences in both effectiveness and atmosphere.

Stefan Walzer, Isabel Schön, Johanna Pfeil, Nicola Merz, Helga Marx, Sven Ziegler, Christophe Kunze

JMIR Form Res 2025;9:e63572

The Association of Psychological Factors With Willingness to Share Health-Related Data From Technological Devices: Cross-Sectional Questionnaire Study

The Association of Psychological Factors With Willingness to Share Health-Related Data From Technological Devices: Cross-Sectional Questionnaire Study

The relative importance of positive psychological characteristics versus negative characteristics with the willingness to share health technology data has yet to be researched. This study explores associations between psychological factors and the willingness to share personal health technology data.

Marijn Eversdijk, Emma Rixt Douma, Mirela Habibovic, Willem Johan Kop

JMIR Form Res 2025;9:e64244

The Impact of Data Control and Delayed Discounting on the Public’s Willingness to Share Different Types of Health Care Data: Empirical Study

The Impact of Data Control and Delayed Discounting on the Public’s Willingness to Share Different Types of Health Care Data: Empirical Study

Therefore, understanding public willingness to share health data is crucial for the future development of public health initiatives. Our study, based on the theory of mental accounting, explores how different types of health data impact the public’s willingness to share their data through perceived benefits and costs. Additionally, it analyzes the mechanisms by which the public’s delay discounting rate and health data control influence their willingness to share health data.

Dongle Wei, Pan Gao, Yunkai Zhai

JMIR Med Inform 2025;13:e66444

The Willingness of Doctors to Adopt Artificial Intelligence–Driven Clinical Decision Support Systems at Different Hospitals in China: Fuzzy Set Qualitative Comparative Analysis of Survey Data

The Willingness of Doctors to Adopt Artificial Intelligence–Driven Clinical Decision Support Systems at Different Hospitals in China: Fuzzy Set Qualitative Comparative Analysis of Survey Data

Personal innovativeness reflects an individual’s willingness to try something new. Innovation diffusion theory suggests that owing to differences in innovation capabilities, individuals’ willingness and behaviors vary in this respect. Some scholars have proven that in consumer scenarios, personal innovativeness positively influences individuals’ willingness to adopt self-service technologies [38].

Zhongguang Yu, Ning Hu, Qiuyi Zhao, Xiang Hu, Cunbo Jia, Chunyu Zhang, Bing Liu, Yanping Li

J Med Internet Res 2025;27:e62768

Patient Preferences for Direct-to-Consumer Telemedicine Services: Replication and Extension of a Nationwide Survey

Patient Preferences for Direct-to-Consumer Telemedicine Services: Replication and Extension of a Nationwide Survey

Though studies generally show high satisfaction of telemedicine use among patients [10-12], specific measurement of patient comfort in using telemedicine and willingness to use telemedicine is difficult to find in literature, and most studies were conducted before widespread adoption of telemedicine in the year 2020 [13-15]. Our team, Welch et al [14], conducted a 2017 study measuring aspects of willingness and comfort in direct-to-consumer telemedicine.

Julia Ivanova, Hattie Wilczewski, Farina Klocksieben, Mollie Cummins, Hiral Soni, Triton Ong, Janelle Barrera, Jillian Harvey, Nathaniel O'Connell, James McElligott, Brandon Welch, Brian Bunnell

JMIR Hum Factors 2024;11:e51056

Identification of Motivational Determinants for Telemedicine Use Among Patients With Rheumatoid Arthritis in Germany: Secondary Analysis of Data From a Nationwide Cross-Sectional Survey Study

Identification of Motivational Determinants for Telemedicine Use Among Patients With Rheumatoid Arthritis in Germany: Secondary Analysis of Data From a Nationwide Cross-Sectional Survey Study

Bayesian univariate logistic regression analyses was applied to the data in order to determine which factors were associated with willingness to try telemedicine (Q11: “Would you like to try telemedicine?”). For each model, odds ratios (ORs) with 95% CI are presented. All the individual variables associated (positively or negatively) with willingness to try telemedicine in the Bayesian univariate analysis were considered for analysis in later Bayesian multivariate analysis after variable selection.

Felix Muehlensiepen, Pascal Petit, Johannes Knitza, Martin Welcker, Nicolas Vuillerme

J Med Internet Res 2024;26:e47733

Investigating Users’ Attitudes Toward Automated Smartwatch Cardiac Arrest Detection: Cross-Sectional Survey Study

Investigating Users’ Attitudes Toward Automated Smartwatch Cardiac Arrest Detection: Cross-Sectional Survey Study

Moreover, 75.2% (n=756; 95% CI 72.5%-77.9%) of the participants in the consumer group and 77.6% (n=1004; 95% CI 75.3%-79.8%) of the patient group indicated their willingness to use the technology (Figure 4). The most frequently cited reason for abstaining from or expressing uncertainty about adopting the technology in both groups was “not wanting to be resuscitated.”

Wisse M F van den Beuken, Hans van Schuppen, Derya Demirtas, Vokko P van Halm, Patrick van der Geest, Stephan A Loer, Lothar A Schwarte, Patrick Schober

JMIR Hum Factors 2024;11:e57574

Natural Language Processing–Powered Real-Time Monitoring Solution for Vaccine Sentiments and Hesitancy on Social Media: System Development and Validation

Natural Language Processing–Powered Real-Time Monitoring Solution for Vaccine Sentiments and Hesitancy on Social Media: System Development and Validation

Inconvenience or convenience: posts where physical availability, affordability and willingness to pay, geographical accessibility, ability to understand (language and health literacy), and appeal of immunization services affect uptake. Example: “I am 30-year-old man and am looking for an HPV vaccine. Unfortunately, my insurance only covers it for women. I am particularly at risk for certain cancers.

Liang-Chin Huang, Amanda L Eiden, Long He, Augustine Annan, Siwei Wang, Jingqi Wang, Frank J Manion, Xiaoyan Wang, Jingcheng Du, Lixia Yao

JMIR Med Inform 2024;12:e57164

Findings From a National Survey of Older US Adults on Patient Willingness to Use Telehealth Services: Cross-Sectional Survey

Findings From a National Survey of Older US Adults on Patient Willingness to Use Telehealth Services: Cross-Sectional Survey

A total of 3 survey items assessed respondents’ previous use of and willingness to use telehealth services. The first item assessed respondents’ willingness to use telemedicine services with a health care provider. The item used a 5-point response scale ranging from “strongly disagree” (1) to “strongly agree” (5).

Olufeyisayo O Odebunmi, Tamera D Hughes, Austin R Waters, Benjamin Y Urick, Caroline Herron, Mary Wangen, Catherine Rohweder, Renée M Ferrari, Macary W Marciniak, Stephanie B Wheeler, Alison T Brenner, Parth D Shah

J Med Internet Res 2024;26:e50205

Feasibility and Acceptability of Pediatric Smartphone Lung Auscultation by Parents: Cross-Sectional Study

Feasibility and Acceptability of Pediatric Smartphone Lung Auscultation by Parents: Cross-Sectional Study

Afterward, the parents completed a 3-item questionnaire to provide feedback on the app (app’s ease of use for recording lung sounds, willingness to use the app to send lung sounds to the physician, and recommendation to others), using a Likert scale ranging from 1 (“totally disagree”) to 5 (“totally agree”).

Catarina Santos-Silva, Henrique Ferreira-Cardoso, Sónia Silva, Pedro Vieira-Marques, José Carlos Valente, Rute Almeida, João A Fonseca, Cristina Santos, Inês Azevedo, Cristina Jácome

JMIR Pediatr Parent 2024;7:e52540