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Background: Static nature of performance reporting systems in health care sector has resulted in inconsistent, incomparable, time consuming, and static performance reports that are not able to transparently reflect a round picture of performance and effectively support healthcare managers' decision makings. So, the healthcare sector needs interactive performance management tools such as performance dashboards to measure, monitor, and manage performance more effectively. The aim of this article was to identify key issues that need to be addressed for developing high-quality performance dashboards in healthcare sector.
Methods: A literature review was established to search electronic research databases, e-journals collections, and printed journals, books, dissertations, and theses for relevant articles. The search strategy interchangeably used the terms of "dashboard", "performance measurement system", and "executive information system" with the term of "design" combined with operator "AND". Search results (n=250) were adjusted for duplications, screened based on their abstract relevancy and full-text availability (n=147) and then assessed for eligibility (n=40). Eligible articles were included if they had explicitly focused on dashboards, performance measurement systems or executive information systems design. Finally, 28 relevant articles included in the study.
Results: Creating high-quality performance dashboards requires addressing both performance measurement and executive information systems design issues. Covering these two fields, identified contents were categorized to four main domains: KPIs development, Data Sources and data generation, Integration of dashboards to source systems, and Information presentation issues.
Conclusion: This study implies the main steps to develop dashboards for the purpose of performance management. Performance dashboards developed on performance measurement and executive information systems principles and supported by proper back-end infrastructure will result in creation of dynamic reports that help healthcare managers to consistently measure the performance, continuously detect outliers, deeply analyze causes of poor performance, and effectively plan for the future.
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http://dx.doi.org/10.5455/aim.2015.23.317-321 | DOI Listing |
JMIR Res Protoc
September 2025
School of Medicine, University of North Carolina at Chapel Hill, Chapel Hill, NC, United States.
Background: Electronic health records (EHRs) have been linked to information overload, which can lead to cognitive fatigue, a precursor to burnout. This can cause health care providers to miss critical information and make clinical errors, leading to delays in care delivery. This challenge is particularly pronounced in medical intensive care units (ICUs), where patients are critically ill and their EHRs contain extensive and complex data.
View Article and Find Full Text PDFDigit Health
September 2025
Information Technology Department, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital & Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, China.
Objective: To evaluate the impact of integrating digital shadow technology with Lean Six Sigma methodology on intra-laboratory turnaround time (TAT) in a high-volume clinical laboratory, and to demonstrate how digital shadow architectures can enhance process visibility and drive sustainable operational improvements.
Methods: A retrospective, two-phase study was conducted in a tertiary cancer hospital from January to December 2024. Digital shadow technology was implemented by leveraging real-time, time-stamped data from the laboratory information system (LIS) to map specimen workflow milestones.
J Med Internet Res
September 2025
Department of Surgery, Radboudumc, Geert Grooteplein 10 (route 618), Nijmegen, 6525 GA, The Netherlands, 31 0243668086.
Pancreatic cancer is considered a complex cancer requiring specific expertise in diagnostic workup and multimodality treatment. Often, multiple health care providers in different hospitals are involved during patient care. This fragmentation of care challenges health care providers in the network to deliver efficient, coherent, and continuous network care.
View Article and Find Full Text PDFStud Health Technol Inform
September 2025
Introduction: The FDPG (German Portal for Medical Research Data) feasibility portal provides the number of patients who meet the inclusion and exclusion criteria at a national level. In addition, it is possible to perform local installation of the Feasibility Portal, with a view to addressing queries relating to local feasibility. In order to facilitate the accurate interpretation of the cohort count and enhance the comprehensibility of the data at a local level, efforts have been undertaken to develop a visual representation of the local FDPG feasibility portal cohort.
View Article and Find Full Text PDFMayo Clin Proc Digit Health
September 2025
National Institute of Science and Technology for Health Technology Assessment (IATS)-CNPq/Brazil (project: 465518/2014-1), Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Brazil.
Technological advances that contribute to improving organizations and systems' capability to manage care services and pathways are impactful in improving efficiency and reducing waste in health care. This narrative paper presents the implementation of iCardio, a dashboard of population real-world data-based analytical online open-access solution for the cardiovascular field in Brazil. The platform was developed using hospitalization data from patients who underwent cardiovascular operation or interventional procedures, identified by procedure codes reimbursed by the public health system.
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