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Bridging Data Gaps in Emergency Care: The NIGHTINGALE Project and the Future of AI in Mass Casualty Management

Bridging Data Gaps in Emergency Care: The NIGHTINGALE Project and the Future of AI in Mass Casualty Management

Of note, even when continuous monitoring occurs in the prehospital environment (eg, in mobile intensive care units), the data are typically not recorded or stored, as they are deemed unnecessary for immediate treatment decisions. The absence of such data, curated accordingly, hinders the ability to create accurate models and limits the potential for AI to improve emergency responses and outcomes.

The NIGHTINGALE Consortium, Marta Caviglia

J Med Internet Res 2025;27:e67318

Assessment of Environmental, Sociocultural, and Physiological Influences on Women’s Toileting Decisions and Behaviors Using “Where I Go”: Pilot Study of a Mobile App

Assessment of Environmental, Sociocultural, and Physiological Influences on Women’s Toileting Decisions and Behaviors Using “Where I Go”: Pilot Study of a Mobile App

An “other” response offered the option for typing a comment into the fill-in box to indicate the reason for delaying toileting. At each of these interactions with the app, geospatial data were gathered automatically. In addition to real-time reporting, Where I Go has built-in EMA, which the woman sees as pushed “Check-In” notifications. Push notifications for additional assessments offer users the opportunity to update information in the app if the recording of a toileting event was missed in real time.

Abigail R Smith, Elizabeth R Mueller, Cora E Lewis, Alayne Markland, Caroline Smerdon, Ariana L Smith, Siobhan Sutcliffe, Jean F Wyman, Lisa Kane Low, Janis M Miller, The Prevention of Lower Urinary Tract Symptoms (PLUS) Research C

JMIR Mhealth Uhealth 2025;13:e56533

Spread and Scale of the Integrated Nutrition Pathway for Acute Care Across Canada: Protocol for the Advancing Malnutrition Care Program

Spread and Scale of the Integrated Nutrition Pathway for Acute Care Across Canada: Protocol for the Advancing Malnutrition Care Program

How does the qualitative interview data on mentor and champion experiences further explain the impact of the AMC program on the quantitively measured improved nutrition care practices? The AMC Core Team recruits, trains, and supports regional mentors, typically dietitians or managers with experience improving nutrition care in a clinical setting and connects them with hospital champions who are typically front-line clinical dietitians.

Katherine L Ford, Celia Laur, Rupinder Dhaliwal, Roseann Nasser, Leah Gramlich, Johane P Allard, Heather Keller, AMC Core Team

JMIR Res Protoc 2024;13:e62764

Exploring the Relationship Between Public Social Media Accounts, Adolescent Mental Health, and Parental Guidance in England: Large Cross-Sectional School Survey Study

Exploring the Relationship Between Public Social Media Accounts, Adolescent Mental Health, and Parental Guidance in England: Large Cross-Sectional School Survey Study

Of the 42,215 valid consenting responses, 32,965 (78.09%) were from students in school years 7 to 13 (ages 11-18 y) in 80 secondary schools and FECs. The proportion of students who, upon logging in to the survey, declined to consent to participate was 3.48% (1520/43,735). Information on school-recorded opt-outs effected by nonconsenting parents was not shared with the study team in keeping with the study’s data protection protocols and ethics guidelines [18].

Wakithi Siza Mabaso, Sascha Hein, Gabriela Pavarini, The OxWell Study Team, Mina Fazel

J Med Internet Res 2024;26:e57154

A Mindfulness-Based Lifestyle Intervention for Dementia Risk Reduction: Protocol for the My Healthy Brain Feasibility Randomized Controlled Trial

A Mindfulness-Based Lifestyle Intervention for Dementia Risk Reduction: Protocol for the My Healthy Brain Feasibility Randomized Controlled Trial

Our interdisciplinary team has developed the first group mindfulness-based lifestyle intervention (My Healthy Brain [MHB]) that aims to modify early risk for AD/ADRD. We conducted a series of preliminary studies to develop MHB following the National Institutes of Health (NIH) Stage Model [62], an iterative framework for guiding behavioral intervention development and testing, from pilot studies to implementation and dissemination (Figure 1).

Ryan A Mace, Makenna E Law, Joshua E Cohen, Christine S Ritchie, Olivia I Okereke, Bettina B Hoeppner, Judson A Brewer, Stephen J Bartels, Ana-Maria Vranceanu, My Healthy Brain Team

JMIR Res Protoc 2024;13:e64149

Neighborhoods, Networks, and HIV Care Among Men Who Have Sex With Men: Proposal for a Longitudinal Study

Neighborhoods, Networks, and HIV Care Among Men Who Have Sex With Men: Proposal for a Longitudinal Study

with response categories “the block you live on, the area within (5 blocks/10 blocks/larger than 10 blocks) around the place you live.” This process was repeated for the neighborhood where they most often hang out or spend the most time (social neighborhood), and where they most often went for their HIV medical care in the prior 6 months, as well as the pharmacy where they get your HIV medications filled in the last 6 months (health facility access neighborhoods).

Hong Van Tieu, Vijay Nandi, José E Diaz, Emily Greene, Melonie Walcott, Frank Curriero, Michael R Desjardins, Cara Wychgram, Carl Latkin, Andrew G Rundle, Victoria A Frye, NNHIV Study Team

JMIR Res Protoc 2024;13:e64358

Beyond Hemoglobin A1c—Outcomes That Matter to Individuals With Type 1 Diabetes in Adopting Digital Health Interventions for Self-Management Support: Qualitative Study

Beyond Hemoglobin A1c—Outcomes That Matter to Individuals With Type 1 Diabetes in Adopting Digital Health Interventions for Self-Management Support: Qualitative Study

Building themes from the perspective of participants [24,31], allowed us to devise a conceptual framework that portrays what life with T1 D is like for them, along with commonalities and differences in their first-hand accounts. During the course of analysis, we met periodically to discuss the evolving conceptual framework and link our findings to relevant literature [34]. These analytical meetings involved input from the whole analytical team (SD, BM, GLB, and JAP).

Benjamin Markowitz, Stephanie de Sequeira, Adhiyat Najam, Cheryl Pritlove, Dana Greenberg, Marley Greenberg, Chee-Mei Chan, Gurpreet Lakhanpal, Samyukta Jagadeesh, Geetha Mukerji, Rayzel Shulman, Holly O Witteman, Catherine H Yu, Gillian L Booth, Janet A Parsons, The T1ME Patient Advisory Committee

JMIR Diabetes 2024;9:e60190

A SIMBA CoMICs Initiative to Cocreating and Disseminating Evidence-Based, Peer-Reviewed Short Videos on Social Media: Mixed Methods Prospective Study

A SIMBA CoMICs Initiative to Cocreating and Disseminating Evidence-Based, Peer-Reviewed Short Videos on Social Media: Mixed Methods Prospective Study

The invitations included a brief role description and instructions on the format that the volunteers will be asked to film themselves. Upon expressing interest, each volunteer received an email with the script of the content they were allocated in the video series. The emails also included a sample video for participants to visualize the expected product.

Maiar Elhariry, Kashish Malhotra, Kashish Goyal, Marco Bardus, SIMBA and CoMICs Team, Punith Kempegowda

JMIR Med Educ 2024;10:e52924