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Schulze A, Brand F, Geppert J, Böl GF. Digital dashboards visualizing public health data: a systematic review. Front Public Health 2023; 11:999958. [PMID: 37213621 PMCID: PMC10192578 DOI: 10.3389/fpubh.2023.999958] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 04/05/2023] [Indexed: 05/23/2023] Open
Abstract
Introduction Public health is not only threatened by diseases, pandemics, or epidemics. It is also challenged by deficits in the communication of health information. The current COVID-19 pandemic demonstrates that impressively. One way to deliver scientific data such as epidemiological findings and forecasts on disease spread are dashboards. Considering the current relevance of dashboards for public risk and crisis communication, this systematic review examines the state of research on dashboards in the context of public health risks and diseases. Method Nine electronic databases where searched for peer-reviewed journal articles and conference proceedings. Included articles (n = 65) were screened and assessed by three independent reviewers. Through a methodological informed differentiation between descriptive studies and user studies, the review also assessed the quality of included user studies (n = 18) by use of the Mixed Methods Appraisal Tool (MMAT). Results 65 articles were assessed in regards to the public health issues addressed by the respective dashboards, as well as the data sources, functions and information visualizations employed by the different dashboards. Furthermore, the literature review sheds light on public health challenges and objectives and analyzes the extent to which user needs play a role in the development and evaluation of a dashboard. Overall, the literature review shows that studies that do not only describe the construction of a specific dashboard, but also evaluate its content in terms of different risk communication models or constructs (e.g., risk perception or health literacy) are comparatively rare. Furthermore, while some of the studies evaluate usability and corresponding metrics from the perspective of potential users, many of the studies are limited to a purely functionalistic evaluation of the dashboard by the respective development teams. Conclusion The results suggest that applied research on public health intervention tools like dashboards would gain in complexity through a theory-based integration of user-specific risk information needs. Systematic review registration https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=200178, identifier: CRD42020200178.
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Barnholtz-Sloan JS, Rollison DE, Basu A, Borowsky AD, Bui A, DiGiovanna J, Garcia-Closas M, Genkinger JM, Gerke T, Induni M, Lacey JV, Mirel L, Permuth JB, Saltz J, Shenkman EA, Ulrich CM, Zheng WJ, Nadaf S, Kibbe WA. Cancer Informatics for Cancer Centers (CI4CC): Building a Community Focused on Sharing Ideas and Best Practices to Improve Cancer Care and Patient Outcomes. JCO Clin Cancer Inform 2021; 4:108-116. [PMID: 32078367 PMCID: PMC7186581 DOI: 10.1200/cci.19.00166] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
Cancer Informatics for Cancer Centers (CI4CC) is a grassroots, nonprofit 501c3 organization intended to provide a focused national forum for engagement of senior cancer informatics leaders, primarily aimed at academic cancer centers anywhere in the world but with a special emphasis on the 70 National Cancer Institute-funded cancer centers. Although each of the participating cancer centers is structured differently, and leaders' titles vary, we know firsthand there are similarities in both the issues we face and the solutions we achieve. As a consortium, we have initiated a dedicated listserv, an open-initiatives program, and targeted biannual face-to-face meetings. These meetings are a place to review our priorities and initiatives, providing a forum for discussion of the strategic and pragmatic issues we, as informatics leaders, individually face at our respective institutions and cancer centers. Here we provide a brief history of the CI4CC organization and meeting highlights from the latest CI4CC meeting that took place in Napa, California from October 14-16, 2019. The focus of this meeting was "intersections between informatics, data science, and population science." We conclude with a discussion on "hot topics" on the horizon for cancer informatics.
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Affiliation(s)
- Jill S Barnholtz-Sloan
- Department of Population and Quantitative Health Science and Cleveland Center for Health Outcomes Research, Case Western Reserve University School of Medicine, and Case Comprehensive Cancer Center, Cleveland, OH
| | - Dana E Rollison
- Division of Quantitative Science, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Amrita Basu
- Department of Surgery, University of California San Francisco, San Francisco, CA
| | - Alexander D Borowsky
- Department of Pathology and Laboratory Medicine, Comprehensive Cancer Center, and Center for Comparative Medicine, University of California Davis, Sacramento, CA
| | - Alex Bui
- Medical and Imaging Informatics, Department of Radiological Sciences, David Geffen School of Medicine at University of California Los Angeles, Los Angeles, CA
| | | | | | - Jeanine M Genkinger
- Department of Epidemiology, Mailman School of Public Health at Columbia University, and Herbert Irving Comprehensive Cancer Center, Columbia University Medical Center, New York, NY
| | - Travis Gerke
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Marta Induni
- Cancer Registry of Greater California, Sacramento, CA
| | - James V Lacey
- Department of Computational and Quantitative Medicine, Beckman Research Institute, City of Hope, Duarte, CA
| | - Lisa Mirel
- National Center for Health Statistics, Centers for Disease Control and Prevention, Hyattsville, MD
| | - Jennifer B Permuth
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL.,Department of Gastrointestinal Oncology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL
| | - Joel Saltz
- Department of Biomedical Informatics, Stony Brook Medicine, Stony Brook, NY
| | - Elizabeth A Shenkman
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL
| | - Cornelia M Ulrich
- Huntsman Cancer Institute and University of Utah, Salt Lake City, UT
| | - W Jim Zheng
- School of Biomedical Informatics, University of Texas Health Science Center at Houston, Houston, TX
| | | | - Warren A Kibbe
- Duke University School of Medicine and Duke Comprehensive Cancer Center, Raleigh, NC
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Madhavan G, Phelps CE. Creating a Rapid Response Strategic Reserve for Pandemics. JAMA HEALTH FORUM 2020; 1:e201483. [DOI: 10.1001/jamahealthforum.2020.1483] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
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Phelps CE, Madhavan G. Valuing Health: Evolution, Revolution, Resistance, and Reform. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2019; 22:505-510. [PMID: 31104727 DOI: 10.1016/j.jval.2019.01.010] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/06/2018] [Revised: 01/25/2019] [Accepted: 01/31/2019] [Indexed: 06/09/2023]
Abstract
A number of methods have sought to determine the value of interventions and services that promote health, even when no agreement exists on the proper way to determine and define "value." Previous valuation efforts began simply by counting deaths or measuring life expectancy, slowly evolving to the widespread use of cost-effectiveness analysis (CEA) as the de facto normative standard for medical interventions. Users of CEA recognize that the method is incomplete. Further, no meaningful agreement exists on how best to apply CEA in decision settings because of either inadequacies in the CEA framework or lack of consensus on how to use it in a setting with budget constraints. Yet efforts to value health still predominantly use (and continue to recommend) this limited framework. Is this owing to a lack of new ideas and motivation, resistance to change, or an aversion to embrace more comprehensive systems approaches? We argue that tools of systems engineering can advance our capabilities, but they have had only limited use in health policy. We identify some reasons and specifically highlight the promise of systems-analytic platforms-such as multicriteria decision support systems-and the need to make them more accessible for different uses in real situations with real consequences. We also explore the need for comparative testing of different multicriteria approaches (including direct comparisons with CEA) to learn when and by how much the recommendations differ and what the consequences might be.
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Affiliation(s)
| | - Guruprasad Madhavan
- National Academies of Sciences, Engineering, and Medicine, Washington, DC, USA
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Börner K, Rouse WB, Trunfio P, Stanley HE. Forecasting innovations in science, technology, and education. Proc Natl Acad Sci U S A 2018; 115:12573-12581. [PMID: 30530683 PMCID: PMC6294920 DOI: 10.1073/pnas.1818750115] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Affiliation(s)
- Katy Börner
- School of Informatics, Computing, and Engineering, Indiana University, Bloomington, IN 47408;
- Educational Technology/Media Centre, Dresden University of Technology, 01062 Dresden, Germany
| | - William B Rouse
- Center for Complex Systems and Enterprises, Stevens Institute of Technology, Hoboken, NJ 07030
| | - Paul Trunfio
- Center for Polymer Studies, Boston University, Boston, MA 02215
- Physics Department, Boston University, Boston, MA 02215
| | - H Eugene Stanley
- Center for Polymer Studies, Boston University, Boston, MA 02215
- Physics Department, Boston University, Boston, MA 02215
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