This paper is in the following e-collection/theme issue:

Design and Usability of Clinical Software and EHRs (268) Visualization in eHealth (58) Quality Improvement (253) Health Care Quality and Health Services Research (271)

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

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/9328, 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

Authors of this article:

Saif Sherif Khairat1 Author Orcid Image ;   Aniesha Dukkipati1 Author Orcid Image ;   Heather Alico Lauria1 Author Orcid Image ;   Thomas Bice1 Author Orcid Image ;   Debbie Travers1 Author Orcid Image ;   Shannon S Carson1 Author Orcid Image
Article Authors Cited by (91) Tweetations (8) Metrics

Journals

  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) 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 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 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
  48. Alvarado N, McVey L, Elshehaly M, Greenhalgh J, Dowding D, Ruddle R, Gale C, Mamas M, Doherty P, West R, Feltbower R, Randell R. Analysis of a Web-Based Dashboard to Support the Use of National Audit Data in Quality Improvement: Realist Evaluation. Journal of Medical Internet Research 2021;23(11):e28854 View
  49. Lai C, Li K, Hu F, Su P, Hsu I, Huang M, Huang Y, Liu P, Shen M. Integration of an Intensive Care Unit Visualization Dashboard (i-Dashboard) as a Platform to Facilitate Multidisciplinary Rounds: Cluster-Randomized Controlled Trial. Journal of Medical Internet Research 2022;24(5):e35981 View
  50. Bucalon B, Shaw T, Brown K, Kay J. State-of-the-art Dashboards on Clinical Indicator Data to Support Reflection on Practice: Scoping Review. JMIR Medical Informatics 2022;10(2):e32695 View
  51. Salgado M, Nogueira P, Torres A, Oliveira M. Setting Requirements for a Dashboard to Inform Portuguese Decision-Makers About Environment Health in an Urban Setting. Frontiers in Public Health 2022;10 View
  52. Montgomery A, Tarasovsky G, Izadi Z, Shiboski S, Whooley M, Dana J, Ehiorobo I, Barton J, Bennett L, Chung L, Reiter K, Wahl E, Subash M, Schmajuk G. An Electronic Dashboard to Improve Dosing of Hydroxychloroquine Within the Veterans Health Care System: Time Series Analysis. JMIR Medical Informatics 2023;11:e44455 View
  53. Wong S, Davis A, Selby P, Khoo R, Gwilt I, Stocker S, Ward M, Reuter S. Application of user-centered co-design principles to address barriers in therapeutic drug monitoring. Therapeutic Drug Monitoring 2022 View
  54. Young L, Vogelsmeier A. Quality Dashboards in Hospital Settings. Journal of Nursing Care Quality 2024;39(2):188 View
  55. Schaffer C, Goldart E, Ligsay A, Mazwi M, Gallant S, Ehrmann D. Take a Load Off: Understanding, Measuring, and Reducing Cognitive Load for Cardiologists in High-Stakes Care Environments. Current Treatment Options in Pediatrics 2023;9(3):122 View
  56. Rivera R, Hosler H, Jang J, Schaffer J, Price J, Vest J, Schleyer T. Directly Integrating Health Information Exchange (HIE) Data with the Electronic Health Record Increases HIE Use by Emergency Department Clinicians. ACI Open 2023;07(02):e49 View
  57. Wac M, Craddock I, Chantziara S, Campbell T, Santos-Rodriguez R, Davidson B, McWilliams C. Design and Evaluation of an Intensive Care Unit Dashboard Built in Response to the COVID-19 Pandemic: Semistructured Interview Study. JMIR Human Factors 2023;10:e49438 View
  58. Burningham Z, Jackson G, Kelleher J, Morris I, Stevens M, Cohen J, Maloney G, Sauer B, Halwani A, Chen W, Vaughan C. Use of a Medication Safety Audit and Feedback Tool in the Emergency Department Is Affected by Prescribing Characteristics. Applied Clinical Informatics 2023;14(04):684 View
  59. Bar-Gill S, Brynjolfsson E, Hak N. Helping Small Businesses Become More Data-Driven: A Field Experiment on Ebay. SSRN Electronic Journal 2023 View
  60. Arnold M, Goldschmitt M, Rigotti T. Dealing with information overload: a comprehensive review. Frontiers in Psychology 2023;14 View
  61. Henson C, Weaver S. Systems of Care Delivery and Optimization in the Intensive Care Unit. Anesthesiology Clinics 2023;41(4):863 View
  62. Siette J, Dodds L, Sharifi F, Nguyen A, Baysari M, Seaman K, Raban M, Wabe N, Westbrook J. Usability and Acceptability of Clinical Dashboards in Aged Care: Systematic Review. JMIR Aging 2023;6:e42274 View
  63. Kittel M, Moorthy P, Rao S, Halfmann M, Thiaucourt M, Strauß M, Haselmann V, Santhanam N, Siegel F, Neumaier M. Triptychon: Usability evaluation and implementation of a web-based application for patients’ lab and vital parameters. DIGITAL HEALTH 2023;9 View
  64. Nabovati E, Farrahi R, Sadeqi Jabali M, Khajouei R, Abbasi R. Identifying and prioritizing the key performance indicators for hospital management dashboard at a national level: Viewpoint of hospital managers. Health Informatics Journal 2023;29(4) View
  65. McEvoy N, Curley M. Do ICU dashboards influence quality of care?. Nursing in Critical Care 2024;29(6):1199 View
  66. Yang S, Galvagno S, Badjatia N, Stein D, Teeter W, Scalea T, Shackelford S, Fang R, Miller C, Hu P. A Novel Continuous Real-Time Vital Signs Viewer for Intensive Care Units: Design and Evaluation Study. JMIR Human Factors 2024;11:e46030 View
  67. Williams A, Davis C, Bjoring M, Blackstone K, Barros A, Enfield K. A Usability Survey of a Quality Improvement Data Visualization Tool among Medical Intensive Care Unit Nurses. ACI Open 2024;08(01):e33 View
  68. Azadmanjir Z, Sadeghi-Naini M, Dashtkoohi M, Moradi-Lakeh M, Arabkheradmand J, Harrop J, Rahimi-Movaghar V. The design of a quality improvement dashboard for monitoring spinal cord and column injuries. Informatics in Medicine Unlocked 2024;47:101489 View
  69. Poppe J, Smorenburg R, Goos T, Taal H, Reiss I, Simons S. Development of a Web-Based Oxygenation Dashboard for Preterm Neonates: A Quality Improvement Initiative. Journal of Medical Systems 2024;48(1) View
  70. Pedersen A, Bossen C. Data Work Between the Local and the Global: An Ethnography of a Healthcare Business Intelligence Unit. Proceedings of the ACM on Human-Computer Interaction 2024;8(CSCW1):1 View
  71. Arsenault-Lapierre G, Lemay-Compagnat A, Guillette M, Couturier Y, Massamba V, Dufour I, Maubert E, Fournier C, Denis J, Morin C, Vedel I. Dashboards to Support Implementation of the Quebec Alzheimer Plan: Evaluation Study With Regional and Professional Considerations. JMIR Formative Research 2024;8:e55064 View
  72. Pais‐Cunha I, Fontoura Matias J, Almeida A, Magalhães M, Fonseca J, Azevedo I, Jácome C. Telemonitoring of pediatric asthma in outpatient settings: A systematic review. Pediatric Pulmonology 2024;59(10):2392 View
  73. Strechen I, Herasevich S, Barwise A, Garcia-Mendez J, Rovati L, Pickering B, Diedrich D, Herasevich V. Centralized Multipatient Dashboards' Impact on Intensive Care Unit Clinician Performance and Satisfaction: A Systematic Review. Applied Clinical Informatics 2024;15(03):414 View
  74. Mukherjee M, Okusi C, Jamie G, Byford R, Ferreira F, Fletcher M, de Lusignan S, Sheikh A. Deploying an asthma dashboard to support quality improvement across a nationally representative sentinel network of 7.6 million people in England. npj Primary Care Respiratory Medicine 2024;34(1) View
  75. Goode E, Fishel Ben-Kenan R, Hess J, Walsh A. Utilization of Discharge Checklist and Improved Education Reduces Hospital Readmission Rates in Childhood Leukemia Patients Receiving Induction Therapy. Journal of Pediatric Hematology/Oncology 2024;46(6):e466 View
  76. Scholich T, Raj S, Lee J, Newman M. Augmenting clinicians’ analytical workflow through task-based integration of data visualizations and algorithmic insights: a user-centered design study. Journal of the American Medical Informatics Association 2024;31(11):2455 View
  77. Usée F, Melzig C, Ostwald D. Use it or lose it: Facilitating the use of interactive data apps in psychological research data sharing. Europe’s Journal of Psychology 2024;20(3):202 View
  78. Bischof A, Kuklinski D, Salvi I, Walker C, Vogel J, Geissler A. A Collection of Components to Design Clinical Dashboards Incorporating Patient-Reported Outcome Measures: Qualitative Study. Journal of Medical Internet Research 2024;26:e55267 View
  79. Helminski D, Sussman J, Pfeiffer P, Kokaly A, Ranusch A, Renji A, Damschroder L, Landis-Lewis Z, Kurlander J. Development, implementation, and evaluation methods for dashboards in health care: Scoping Review (Preprint). JMIR Medical Informatics 2024 View
  80. Yang Z, Alveyn E, Dey M, Arumalla N, Russell M, Norton S, Galloway J. Impact of visualising healthcare quality performance: a systematic review. BMJ Open 2024;14(11):e083620 View
  81. Hachem Y, Lakin J, Teuteberg W, Cullinan A, Gonzales M, Lindvall C, Kumar P, Dingfield L, Kilpatrick L, Greenwald J, Miller A, Keeney T, Fromme E, Paladino J. Electronic Health Record Serious Illness Conversation Dashboards: An Implementation Case Series. Journal of Pain and Symptom Management 2024 View
  82. Chopra S, Carroll J, Pater J. Providing Context to the "Unknown": Patient and Provider Reflections on Connecting Personal Tracking, Patient-Reported Insights, and EHR Data within a Post-COVID Clinic. Proceedings of the ACM on Human-Computer Interaction 2024;8(CSCW2):1 View

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
  5. D’Souza O, Mukhopadhyay S, Sheng Q. IoT Sensors, ML, AI and XAI: Empowering A Smarter World. View