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A clinical dashboard summarizes information from an associated electronic health record (EHR) relating the real-time condition of a patient cohort in a visually concise and usable interface. Dashboards provide feedback to clinicians and managers at the point of care for clinical decision support.

Quality Dashboards or Health System Dashboards provide feedback on entire departments or enterprises. They can display individual patient, provider, or aggregate metrics (such as performance or quality indicators) for the purposes of improving healthcare quality, efficiency, safety, or revenues.

History and Terminology

Dashboards were developed in the business sector as a way to "summarize and integrate key performance information across an organization into a visual display as a way of informing operational decision making". [1]

The terms "registry" and "dashboard" are often used interchangeably in the literature. However, the term "clinical data registry" is usually in reference to a retrospective patient cohort comprising a database for the purposes of research or quality improvement. The data collected by a registry can have multiple sources, providing information about a patient's longitudinal care. The information is not necessarily displayed with an interface intending on real-time decision making.

Clinical dashboards, on the other hand, provide point-of-care feedback to physicians, nurses, pharmacists, administrators, and other ancillary staff.

End-Users of Dashboards

  • Healthcare organizations (ie hospitals, clinics, and government bodies) to monitor performance and quality indicators.
  • Hospital administrators for patient placement and flow.
  • Physicians for monitoring their patient panels, whether in a hospital unit or outpatient clinic.
  • Nursing to monitor their patient panels and nursing-specific workflows
  • Pharmacists to assess medication use.
  • Care managers for coordinating discharge and follow up.
  • Ancillary staff for scheduling, transport, and more.

Use Cases and Examples

Outpatient Clinic

  • Primary care physicians can identify high-risk or high-cost patients from their patient panel that may benefit from close follow-up or care coordination.
  • Specialty clinicians can view the HbA1c and medication refill status of his diabetic patients from a single screen.
  • Medical assistants & schedulers can manage the check-in, rooming, and check-out status of clinic visits


Acute Care Physician: Monitoring assigned patient list, rounding support Intensive care unit physician: Monitoring for compliance with ventilator and line saefty bundles Emergency Department physician: Surgeon: Nurse: Health Unit Coordinator (HUC):

Pharmacist: Potential adverse drug event dashboard to highlight high-risk medication scenarios. for potential errors, supply issues, and to safeguard against over-use as with antibiotic stewardship programs.

Hospital Administration: Command center Physician leadership: High-risk patient dashboards displaying those with elevated creatinine, positive line cultures. Quality

Population Health

Coordinated Care Organizations: Public health departments:

Effects on Workflows

Benefits of clinical dashboard utilization

  • Reduced information overload, simplification of clinical data
  • Improved ability to find information effectively
  • Provides clinical decision support, guiding clinicians on the priority of care and on the priorities of the organization.
  • Facilitates communication between providers caring for common patients

Unintended consequences of clinical dashboard utilization

  • Tunnel vision: Focusing on the metrics that are displayed, while ignoring other unmeasured indicators
  • Measurement fixation: Focusing on improving the quantitative representation of performance and quality (meeting the target number), rather than on the overarching purpose of care.[1]

Design Considerations

The presentation of information affects the decisions of end-users.


Additional information about the urgency of data can be imparted using color coding, or with symbols such as warning signs or traffic lights. Recent trends can be simplified on a dashboard display using spark-lines.


An emergency department may have a large screen permanently displaying the ED census and important metrics, such as abnormal vitals, and bed assignments, and notes from staff. A dashboard can be a screensaver or the first page when logging into an EHR. Studies of dashboard implementation have shown that difficult or inconvenient accessing is a major impediment to their usage. [1]


The dashboard should allow for convenient linking to more detailed information, by allowing the user to hover for expanded data or click to access that element in the patient's chart.

Risk Scoring


  1. 1.0 1.1 1.2 Dowding D, Randell R, Gardner P, et al. Dashboards for improving patient care: review of the literature. Int J Med Inf. 2015;84(2):87-100.

Submitted by Jonathan Sachs