e.g. mhealth
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Skip search results from other journals and go to results- 9 JMIR Human Factors
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Overall study participants viewed the dashboard positively, with one respondent from design session 4 reporting “The hard copies [of the dashboard] you showed us today are beautiful and wonderful.” Figure 1 shows the design of the dashboard following the integration of the findings from the third and fourth user-centered design sessions, and Multimedia Appendix 3 lists all the changes that were incorporated into the dashboard following the user-centered design sessions.
JMIR Hum Factors 2025;12:e64131
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The PANDEM-Source module functions as a service with an API providing relevant and preprocessed data to the persistence layer of the dashboard. Data are then processed, exposed through a specific API, and made accessible to the front-end of the dashboard, as well as other interested data publishers (Figure 2).
JMIR Public Health Surveill 2025;11:e52119
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Development, Implementation, and Evaluation Methods for Dashboards in Health Care: Scoping Review
Dashboard purpose definitions from study codebooka.
a Definitions for the most commonly reported dashboard purposes are displayed here. All codebook definitions are reported in Multimedia Appendix 1.
Due to the large number of categories for dashboard purposes and end users, we created larger super-categories for these domains so data could be summarized at a higher level.
JMIR Med Inform 2024;12:e59828
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These data feed the dashboard. The experimentation period was from June 1, 2021, to September 30, 2021.
In addition, for clinical relevance, another dashboard was created involving the prescription of medication and genotyping during the same hospitalization day, at the request of pharmacologists. This was done and extracted from data between January 1, 2019, and September 30, 2021, to ensure a sufficient number of patients.
JMIR Med Inform 2024;12:e57705
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All data entered into the ZM app are collated on a central web-based dashboard, which supervisors can use to monitor progress, identify defaulters, and take corrective action to achieve targets. The decision support system (DSS) uses a built-in algorithm to automatically calculate which vaccine is to be administered based on the child’s date of birth and immunization history. This minimizes the chance of missed immunization and enables the vaccinators to provide age-appropriate and timely immunization.
J Med Internet Res 2024;26:e52792
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Further, 1 of NIPU’s developments was the Mukto dashboard—which is a free, open-access platform to view nutrition-related performance indicators at the national, district, and subdistrict levels [16].
However, despite these efforts and advancements, the research agenda around the effective use of nutrition data to guide key priorities and decisions in Bangladesh remains relatively nascent.
J Med Internet Res 2024;26:e48294
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CCPs had a jointly developed custom health dashboard for their center and region (Figure 1 B). More advanced dashboards were made for users working in public health and were easily developed with the new enhancements (Figure 1 C).
(A) Features implemented in the Michigan Child Care Related Infection Surveillance Program (MCRISP) website, technologies used to create those features, and the main use cases. (B) Child care provider homepage displays a customized visualization.
JMIR Public Health Surveill 2024;10:e60319
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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. Google Forms are used to structure all evaluation responses and any other structured inputs, such as conference attendance, conference feedback, etc.
JMIR Form Res 2024;8:e53314
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Public Maternal Health Dashboards in the United States: Descriptive Assessment
The term dashboard is borrowed from the vehicle dashboard, highlighting the expectation that a data dashboard will display key indicators used to understand performance and make decisions. Data dashboards can be designed to meet different types of goals, including informing strategic decisions, monitoring organizational performance, and communicating information to raise awareness and motivation [1-3].
J Med Internet Res 2024;26:e56804
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Narrowing the Digital Divide: Framework for Creating Telehealth Equity Dashboards
Telehealth equity dashboard framework.
Telehealth Equity Dashboard Checklist (a STEM: SPROUT Telehealth Evaluation and Measurement).
Before beginning to create a telehealth equity dashboard, health systems must identify all interested parties to balance diverse perspectives and priorities. This should include all potential dashboard users such as clinical staff, investigators, and administrators as well as dashboard experts and patient advocates.
Interact J Med Res 2024;13:e57435
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