{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,28]],"date-time":"2026-09-28T22:19:56Z","timestamp":1790633996088,"version":"4.1.0"},"reference-count":152,"publisher":"JMIR Publications Inc.","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Med Internet Res"],"abstract":"\n Background<\/jats:title>\n With the extensive volume of information from various and diverse data sources, it is essential to present information in a way that allows for quick understanding and interpretation. This is particularly crucial in health care, where timely insights into a patient\u2019s condition can be lifesaving. Holistic visualizations that integrate multiple data variables into a single visual representation can enhance rapid situational awareness and support informed decision-making. However, despite the existence of numerous guidelines for different types of visualizations, this study reveals that there are currently no specific guidelines or principles for designing holistic integrated information visualizations that enable quick processing and comprehensive understanding of multidimensional data in time-critical contexts. Addressing this gap is essential for enhancing decision-making in time-critical scenarios across various domains, particularly in health care.<\/jats:p>\n <\/jats:sec>\n \n Objective<\/jats:title>\n This study aims to establish a theoretical foundation supporting the argument that holistic integrated visualizations are a distinct type of visualization for time-critical contexts and identify applicable design principles and guidelines that can be used to design for such cases.<\/jats:p>\n <\/jats:sec>\n \n Methods<\/jats:title>\n We systematically searched the literature for peer-reviewed research on visualization strategies, guidelines, and taxonomies. The literature selection followed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines. The search was conducted across 6 databases: ACM Digital Library, Google Scholar, IEEE Xplore, PubMed, Scopus, and Web of Science. The search was conducted up to August 2024 using the terms (\u201cvisualisations\u201d OR \u201cvisualizations\u201d) AND (\u201cguidelines\u201d OR \u201ctaxonomy\u201d OR \u201ctaxonomies\u201d), with studies restricted to the English language.<\/jats:p>\n <\/jats:sec>\n \n Results<\/jats:title>\n Of 936 papers, 46 (4.9%) were included in the final review. In total, 48% (22\/46) related to providing a holistic understanding and overview of multidimensional data; 28% (13\/46) focused on integrated presentation, that is, integrating or combining multidimensional data into a single visual representation; and 35% (16\/46) pertained to time and designing for rapid information processing. In total, 65% (30\/46) of the papers presented general information visualization or visual communication guidelines and principles. No specific guidelines or principles were found that addressed all the characteristics of holistic, integrated visualizations in time-critical contexts. A summary of the key guidelines and principles from the 46 papers was extracted, collated, and categorized into 60 guidelines that could aid in designing holistic integrated visualizations. These were grouped according to different characteristics identified in the systematic review (eg, gestalt principles, reduction, organization, abstraction, and task complexity) and further condensed into 5 main proposed guidelines.<\/jats:p>\n <\/jats:sec>\n \n Conclusions<\/jats:title>\n Holistic integrated information visualizations in time-critical domains are a unique use case requiring a unique set of design guidelines. 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