Published on in Vol 5, No 2 (2018): Apr-Jun

Preprints (earlier versions) of this paper are available at, first published .
The Impact of Visualization Dashboards on Quality of Care and Clinician Satisfaction: Integrative Literature Review

The Impact of Visualization Dashboards on Quality of Care and Clinician Satisfaction: Integrative Literature Review

The Impact of Visualization Dashboards on Quality of Care and Clinician Satisfaction: Integrative Literature Review


  1. Janssen A, Donnelly C, Kay J, Thiem P, Saavedra A, Pathmanathan N, Elder E, Dinh P, Kabir M, Jackson K, Harnett P, Shaw T. Developing an Intranet-Based Lymphedema Dashboard for Breast Cancer Multidisciplinary Teams: Design Research Study. Journal of Medical Internet Research 2020;22(4):e13188 View
  2. Boillat T, Siebert J, Alduaij N, Ehrler F. GOFlow: Smartwatch app to deliver laboratory results in emergency departments – A feasibility study. International Journal of Medical Informatics 2020;134:104034 View
  3. Backonja U, Haynes S, Kim K. Data Visualizations to Support Health Practitioners’ Provision of Personalized Care for Patients With Cancer and Multiple Chronic Conditions: User-Centered Design Study. JMIR Human Factors 2018;5(4):e11826 View
  4. Werlau T, Soares-Sardinha S, Overman A, Chutz J, Emory J, Jones C, Lee G, Smith-Miller C. Creating Microclimates of Change. JONA: The Journal of Nursing Administration 2020;50(7/8):385 View
  5. Williams A, Jallo J, Yoo E. Improving the Quality of Visualization Dashboards in Critical Care. American Journal of Medical Quality 2021;36(4):215 View
  6. Coleman C, Gotz D, Eaker S, James E, Bice T, Carson S, Khairat S. Analysing EHR navigation patterns and digital workflows among physicians during ICU pre-rounds. Health Information Management Journal 2021;50(3):107 View
  7. Findlay M, Rankin N, Shaw T, White K, Boyer M, Milross C, De Abreu Lourenço R, Brown C, Collett G, Beale P, Bauer J. Best Evidence to Best Practice: Implementing an Innovative Model of Nutrition Care for Patients with Head and Neck Cancer Improves Outcomes. Nutrients 2020;12(5):1465 View
  8. Fuller T, Garabedian P, Lemonias D, Joyce E, Schnipper J, Harry E, Bates D, Dalal A, Benneyan J. Assessing the cognitive and work load of an inpatient safety dashboard in the context of opioid management. Applied Ergonomics 2020;85:103047 View
  9. Perez-Pozuelo I, Zhai B, Palotti J, Mall R, Aupetit M, Garcia-Gomez J, Taheri S, Guan Y, Fernandez-Luque L. The future of sleep health: a data-driven revolution in sleep science and medicine. npj Digital Medicine 2020;3(1) View
  10. Burningham Z, Jackson G, Kelleher J, Stevens M, Morris I, Cohen J, Maloney G, Vaughan C. The Enhancing Quality of Prescribing Practices for Older Veterans Discharged From the Emergency Department (EQUIPPED) Potentially Inappropriate Medication Dashboard: A Suitable Alternative to the In-person Academic Detailing and Standardized Feedback Reports of Traditional EQUIPPED?. Clinical Therapeutics 2020;42(4):573 View
  11. Reese T, Del Fiol G, Tonna J, Kawamoto K, Segall N, Weir C, Macpherson B, Kukhareva P, Wright M. Impact of integrated graphical display on expert and novice diagnostic performance in critical care. Journal of the American Medical Informatics Association 2020;27(8):1287 View
  12. Wright M, Borbolla D, Waller R, Del Fiol G, Reese T, Nesbitt P, Segall N. Critical care information display approaches and design frameworks: A systematic review and meta-analysis. Journal of Biomedical Informatics 2019;100:100041 View
  13. Groenhof T, Rittersma Z, Bots M, Brandjes M, Jacobs J, Grobbee D, van Solinge W, Visseren F, Haitjema S, Asselbergs F. A computerised decision support system for cardiovascular risk management ‘live’ in the electronic health record environment: development, validation and implementation—the Utrecht Cardiovascular Cohort Initiative. Netherlands Heart Journal 2019;27(9):435 View
  14. Van Den Bulck S, Spitaels D, Vaes B, Goderis G, Hermens R, Vankrunkelsven P. The effect of electronic audits and feedback in primary care and factors that contribute to their effectiveness: a systematic review. International Journal for Quality in Health Care 2020;32(10):708 View
  15. de Lusignan S, Liyanage H, Sherlock J, Ferreira F, Munro N, Feher M, Hobbs R. Atrial fibrillation dashboard evaluation using the think aloud protocol. BMJ Health & Care Informatics 2020;27(3):e100191 View
  16. Lockwood J, Ziniel S, Bonafide C, Brady P, O’Leary S, Reese J, Wathen B, Dempsey A. Characteristics of Pediatric Rapid Response Systems: Results From a Survey of PRIS Hospitals. Hospital Pediatrics 2021;11(2):144 View
  17. Strachna O, Cohen M, Allison M, Pfister D, Lee N, Wong R, McBride S, Mohammed R, Kemeny E, Polubriaginof F, Kassa A, Hannon M, Cracchiolo J. Case study of the integration of electronic patient‐reported outcomes as standard of care in a head and neck oncology practice: Obstacles and opportunities. Cancer 2021;127(3):359 View
  18. Claverias L, Gómez J, Rodríguez A, Albiol J, Esteban F, Bodí M. Support to the organization of the Intensive Care Units during the pandemic through maps created from the Clinical Information Systems. Medicina Intensiva (English Edition) 2021;45(1):58 View
  19. Claverías L, Gómez J, Rodríguez A, Albiol J, Esteban F, Bodí M. Soporte a la organización de las Unidades de Cuidados Intensivos durante la pandemia, a través de mapas creados a partir de los Sistemas de Información Clínica. Medicina Intensiva 2021;45(1):59 View
  20. Nguyen O, Shah S, Gartland A, Parekh A, Turner K, Feldman S, Merlo L. Factors associated with nurse well-being in relation to electronic health record use: A systematic review. Journal of the American Medical Informatics Association 2021;28(6):1288 View
  21. Greene L, Sathe N, House J, Schott L, Safo S. Evaluation of a Clinical Platform to Promote Chronic Disease Management. Population Health Management 2021;24(4):470 View
  22. So W, Bogucka E, Scepanovic S, Joglekar S, Zhou K, Quercia D. Humane Visual AI: Telling the Stories Behind a Medical Condition. IEEE Transactions on Visualization and Computer Graphics 2021;27(2):678 View
  23. Rajagopalan S, Pronovost P, Neeland I. Eliminating Missed Opportunities for Patients with Type 2 Diabetes. Trends in Endocrinology & Metabolism 2021;32(5):257 View
  24. Khairat S, Metwally E, Coleman C, James E, Eaker S, Bice T. Association between ICU interruptions and physicians trainees’ electronic health records efficiency. Informatics for Health and Social Care 2021;46(3):263 View
  25. Papaioannou A, McCloskey E, Bell A, Ngui D, Mehan U, Tan M, Goldin L, Langer A. Use of an electronic medical record dashboard to identify gaps in osteoporosis care. Archives of Osteoporosis 2021;16(1) View
  26. Sampurno F, Cally J, Opie J, Kannan A, Millar J, Finelli A, Vickers A, Moore C, Kowalski C, Foster C, Barocas D, Galvin D, Van Basten J, Gore J, Ferencz J, Lawson K, Ghani K, Kwan L, Saarela O, Connor S, Dieng S, Linsell S, Soeterik T, Villanti P, Litwin M, Evans S. Establishing a global quality of care benchmark report. Health Informatics Journal 2021;27(2):146045822110157 View
  27. Kim E, Grossestreuer A, Safran C, Nathanson L, Horng S. A visual representation of microbiological culture data improves comprehension: a randomized controlled trial. Journal of the American Medical Informatics Association 2021;28(9):1826 View
  28. Schmuelling L, Franzeck F, Nickel C, Mansella G, Bingisser R, Schmidt N, Stieltjes B, Bremerich J, Sauter A, Weikert T, Sommer G. Deep learning-based automated detection of pulmonary embolism on CT pulmonary angiograms: No significant effects on report communication times and patient turnaround in the emergency department nine months after technical implementation. European Journal of Radiology 2021;141:109816 View
  29. Chemparathy A, Seneviratne M, Ward A, Mirchandani S, Li R, Mathew R, Wood M, Shin A, Donnelly L, Scheinker D, Lee G. Development and Implementation of a Real-time Bundle-adherence Dashboard for Central Line-associated Bloodstream Infections. Pediatric Quality & Safety 2021;6(4):e431 View
  30. Ahmed Z, Renart E, Zeeshan S, Dong X. Advancing clinical genomics and precision medicine with GVViZ: FAIR bioinformatics platform for variable gene-disease annotation, visualization, and expression analysis. Human Genomics 2021;15(1) View
  31. Sharma P, Montgomery R, Graves R, Meyer K, Hunt S, Vidoni E, Mahnken J, Swerdlow R, Burns J, Mudaranthakam D. CONSENSUS: a Shiny application of dementia evaluation and reporting for the KU ADC longitudinal Clinical Cohort database. JAMIA Open 2021;4(3) View
  32. Brown E, Schleimer E, Bledsoe I, Rowles W, Miller N, Sanders S, Rankin K, Ostrem J, Tanner C, Bove R. Enhancing Clinical Information Display to Improve Patient Encounters: Human-Centered Design and Evaluation of the Parkinson Disease-BRIDGE Platform. JMIR Human Factors 2022;9(2):e33967 View
  33. Meidani Z, Nabovati E, Zare S, Moosavi G, Masoud A, Omidvar A, Holl F. Effectiveness of an automated feedback with dashboard on use of laboratory tests by neurology residents. Informatics in Medicine Unlocked 2021;26:100767 View
  34. Almasi S, Bahaadinbeigy K, Ahmadi H, Sohrabei S, Rabiei R, Jakovljevic M. Usability Evaluation of Dashboards: A Systematic Literature Review of Tools. BioMed Research International 2023;2023:1 View
  35. Daphtary K, Baloglu O. Clinical Informatics and Quality Improvement in the Pediatric Intensive Care Unit. Pediatric Clinics of North America 2022;69(3):573 View
  36. Hughes A, Jackups R. Clinical Decision Support for Laboratory Testing. Clinical Chemistry 2022;68(3):402 View
  37. Ludlow K, Westbrook J, Jorgensen M, Lind K, Baysari M, Gray L, Day R, Ratcliffe J, Lord S, Georgiou A, Braithwaite J, Raban M, Close J, Beattie E, Zheng W, Debono D, Nguyen A, Siette J, Seaman K, Miao M, Root J, Roffe D, O’Toole L, Carrasco M, Thompson A, Shaikh J, Wong J, Stanton C, Haddock R. Co-designing a dashboard of predictive analytics and decision support to drive care quality and client outcomes in aged care: a mixed-method study protocol. BMJ Open 2021;11(8):e048657 View
  38. Cavalier J, Griffith B, Setji N, Vanam K, Woo M, Krishnan G, Chung S, Chandiramani A. A Customized Electronic Health Record-Based Tool Highlights and Addresses Gaps in Patient Safety. American Journal of Medical Quality 2022;37(5):434 View
  39. Rabiei R, Almasi S. Requirements and challenges of hospital dashboards: a systematic literature review. BMC Medical Informatics and Decision Making 2022;22(1) View
  40. Kuznetsova M, Frits M, Dulgarian S, Iannaccone C, Mort E, Bates D, Salmasian H. An analysis of the structure and content of dashboards used to monitor patient safety in the inpatient setting. JAMIA Open 2021;4(4) View
  41. McVey C, von Wenckstern T, Mills C, Yager L, McCauley C, Rivera Y, Reed E. Nurse-Sensitive Indicator Quality Improvement Toolkit. Journal of Nursing Care Quality 2022;37(4):295 View
  42. Seino Y, Sato N, Idei M, Nomura T. The Reduction in Medical Errors on Implementing an Intensive Care Information System in a Setting Where a Hospital Electronic Medical Record System is Already in Use: Retrospective Analysis. JMIR Perioperative Medicine 2022;5(1):e39782 View
  43. Bucalon B, Whitelock-Wainwright E, Williams C, Conley J, Veysey M, Kay J, Shaw T. Thought Leader Perspectives on the Benefits, Barriers, and Enablers for Routinely Collected Electronic Health Data to Support Professional Development: Qualitative Study. Journal of Medical Internet Research 2023;25:e40685 View
  44. Gazivoda V, Stolz A, Saunders P, Marshall J, Lockerman Z, Samy S, Motov S, Savel R. CovidStats: Development and Implementation of a Daily COVID-19 Clinical Dashboard in an Urban Teaching Hospital. Quality Management in Health Care 2022;31(4):259 View
  45. Bach B, Freeman E, Abdul-Rahman A, Turkay C, Khan S, Fan Y, Chen M. Dashboard Design Patterns. IEEE Transactions on Visualization and Computer Graphics 2022:1 View
  46. Helminski D, Kurlander J, Renji A, Sussman J, Pfeiffer P, Conte M, Gadabu O, Kokaly A, Goldberg R, Ranusch A, Damschroder L, Landis-Lewis Z. Dashboards in Health Care Settings: Protocol for a Scoping Review. JMIR Research Protocols 2022;11(3):e34894 View
  47. Lim H, Austin J, van der Vegt A, Rahimi A, Canfell O, Mifsud J, Pole J, Barras M, Hodgson T, Shrapnel S, Sullivan C. Toward a Learning Health Care System: A Systematic Review and Evidence-Based Conceptual Framework for Implementation of Clinical Analytics in a Digital Hospital. Applied Clinical Informatics 2022;13(02):339 View
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Books/Policy Documents

  1. Fleishman S, Hess A, Sloan L, Schlesinger J, Shive J. Proceedings of the 21st Congress of the International Ergonomics Association (IEA 2021). View
  2. de Almeida T, Rosa F, Bonacin R. Human Interface and the Management of Information. Information Presentation and Visualization. View
  3. Wright M. Clinical Decision Support and Beyond. View
  4. Shoenbill K, Byron M, Weiner A, Goldstein A. Chronic Illness Care. View