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Testing a Dashboard Intervention for Tracking Digital Social Media Activity in Clinical Care of Individuals With Mood and Anxiety Disorders: Protocol and Design Considerations for a Pragmatic Randomized Trial

Testing a Dashboard Intervention for Tracking Digital Social Media Activity in Clinical Care of Individuals With Mood and Anxiety Disorders: Protocol and Design Considerations for a Pragmatic Randomized Trial

Electronic dashboards for each patient participant were updated nightly using an automated script and stored as HTML in a password-protected relational database. Code hosted on a web server behind the Johns Hopkins University firewall was used to retrieve and display dashboards to the clinicians treating patient participants. Multiple guardrails were in place to control access to patient participant dashboards by the treating clinicians.

Brittany Nesbitt, Danielle Virgadamo, Carlos Aguirre, Matthew DeCamp, Mark Dredze, Keith Harrigian, Tenzin Lhaksampa, Jennifer M Meuchel, Aja M Meyer, Alex Walker, Ayah Zirikly, Margaret S Chisolm, Peter P Zandi, Leslie Miller

JMIR Res Protoc 2025;14:e63279

Rank Ordered Design Attributes for Health Care Dashboards Including Artificial Intelligence: Usability Study

Rank Ordered Design Attributes for Health Care Dashboards Including Artificial Intelligence: Usability Study

Dashboards can effectively communicate health information to allow the public to make better health care decisions for themselves [4-6]. On the other hand, if health care dashboards are presented poorly or without the proper information, they can be ineffective tools for the public [7]. The research team conducted an observational review and surveys on the effectiveness of health care dashboards in the United States to better understand and improve their design elements.

Melina Malkani, Eesha Madan, Dillon Malkani, Arav Madan, Neel Singh, Tara Bamji, Harman Sabharwal

Online J Public Health Inform 2024;16:e58277

Creation of an Automated and Comprehensive Resident Progress System for Residents and to Save Hours of Faculty Time: Mixed Methods Study

Creation of an Automated and Comprehensive Resident Progress System for Residents and to Save Hours of Faculty Time: Mixed Methods Study

The system involves sets of code that generate a leadership reporting view and individual resident progress dashboards based on a graduation-year template (Figure 1). Each resident’s progress dashboard takes the form of one Google Sheets workbook with a front page (Figure 2) and 17 standardized additional tabs for each resident. Within the dashboard, there is a total of 22 components represented across 3 categories (Table 1). A full example dashboard is provided in Multimedia Appendix 1.

Rimma Perotte, Alyssa Berns, Lana Shaker, Chayapol Ophaswongse, Joseph Underwood, Christina Hajicharalambous

JMIR Form Res 2024;8:e53314

Lessons Learned From Developing Dashboards to Support Decision-Making for Community Opioid Response by Community Stakeholders: Mixed Methods and Multisite Study

Lessons Learned From Developing Dashboards to Support Decision-Making for Community Opioid Response by Community Stakeholders: Mixed Methods and Multisite Study

To elucidate lessons learned from providing dashboards to the coalitions and community stakeholders, we investigated the following questions on the CTH dashboards: Are the CTH dashboards usable and useful for community decision-making? Are the dashboards easy to use and understand? Will the dashboards be used in the long term, and, if yes, for what purposes will they be used?

Naleef Fareed, Ramona G Olvera, Yiting Wang, Michael Hayes, Elizabeth Liz Larimore, Peter Balvanz, Ronald Langley, Corinna A Noel, Peter Rock, Daniel Redmond, Jessica Neufeld, Sarah Kosakowski, Daniel Harris, Marc LaRochelle, Timothy R Huerta, LaShawn Glasgow, Emmanuel Oga, Jennifer Villani, Elwin Wu

JMIR Hum Factors 2024;11:e51525

Narrowing the Digital Divide: Framework for Creating Telehealth Equity Dashboards

Narrowing the Digital Divide: Framework for Creating Telehealth Equity Dashboards

Dashboards that showcase key performance indicators in real-time have become valuable tools to track health care access, understand disparities, and apply interventions. Yet, there are no consensus guidelines for the creation of telehealth-specific equity dashboards, which can apply the nuanced considerations for telehealth equity outlined through the DHEF to existing standards for data monitoring.

Michael J Luke, Sansanee Craig, Suzinne Pak-Gorstein, Marlíse Arellano, Jessica Zhang, S Margaret Wright, John Chuo, Philip V Scribano

Interact J Med Res 2024;13:e57435

Development of a Real-Time Dashboard for Overdose Touchpoints: User-Centered Design Approach

Development of a Real-Time Dashboard for Overdose Touchpoints: User-Centered Design Approach

Dashboards have proven invaluable in public health settings [28,29] owing to their ability to visually summarize key metrics and statistics [30,31], thereby aiding surveillance and fostering evidence-based responses to emerging health threats [32,33]. Furthermore, dashboards are conducive to collaborative sense making among multiple individuals [34-36]. This feature makes them particularly suited to fatality review meetings, which are designed to be collaborative and deliberative in nature.

Amey Salvi, Logan A Gillenwater, Brandon P Cockrum, Sarah E Wiehe, Kaitlyn Christian, John Cayton, Timothy Bailey, Katherine Schwartz, Allyson L Dir, Bradley Ray, Matthew C Aalsma, Khairi Reda

JMIR Hum Factors 2024;11:e57239

Big Data Health Care Innovations: Performance Dashboarding as a Process of Collective Sensemaking

Big Data Health Care Innovations: Performance Dashboarding as a Process of Collective Sensemaking

Such performance monitoring is frequently done utilizing dashboards containing key performance indicators (KPIs). Dashboards provide a visual overview of the information needed for performance management, and by doing so, facilitate decision-making and project management. In the health care field, the use of dashboards is manifold.

Hilco J van Elten, Sandra Sülz, Erik M van Raaij, Rik Wehrens

J Med Internet Res 2022;24(2):e30201

Analysis of a Web-Based Dashboard to Support the Use of National Audit Data in Quality Improvement: Realist Evaluation

Analysis of a Web-Based Dashboard to Support the Use of National Audit Data in Quality Improvement: Realist Evaluation

Dashboards offer the potential to overcome some of the constraints reported in the use of national audit data. They use visualization techniques intended to ease cognitive load and improve data comprehension [9,10]. In health care, a distinction is made between clinical dashboards that display performance at the level of individual clinicians or patients to inform direct patient care and quality dashboards that show performance at the level of a ward or organization to inform service improvement [11,12].

Natasha Alvarado, Lynn McVey, Mai Elshehaly, Joanne Greenhalgh, Dawn Dowding, Roy Ruddle, Chris P Gale, Mamas Mamas, Patrick Doherty, Robert West, Richard Feltbower, Rebecca Randell

J Med Internet Res 2021;23(11):e28854