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. 2020 Feb 6;27(4):639–643. doi: 10.1093/jamia/ocz223

Table 2.

Sample use cases for EHR log data

Stakeholder Objective Examples of research questions
Health system leaders Improve the patient experience How do increased staffing ratios impact WOW8, Note-Time8, and the amount of direct face time patients receive from their physician (ATTN)?
How do decreases in WOW8, Note-Time8, and IB-Time8 impact appointment availability and continuity?
Improve access for patients How do staffing ratios impact the total workload for physicians (ie, patient scheduled time + WOW)?
Improve professional fulfillment Can EHR use patterns predict future risk of burnout, other dimensions of distress, or professional fulfillment?
Improve retention Can EHR use patterns predict future risk of leaving the organization?
Improve recruitment Physicians may choose to incorporate data regarding work outside of work and total EHR time when evaluating a potential employment offer.
Operations leaders Improve efficiency Does empowered inbox management by team members reduce physician/APP EHR time after hours?
Does advanced team-based care with in-room support35 reduce work outside of work?
Standardize FTE expectations How many patient contact hours is associated with a 40-h total work week in across different specialties?
How do changes in staffing ratio, team stability, and team skill level impact work outside of work? 
Understand the costs of compliance decisions How do requirements that only physicians do certain tasks such as order entry, medication reconciliation, and prohibitions against verbal orders impact WOW8?
Regulators Understand and evaluate trade-offs involved in a given policy under consideration Pilot test policies under consideration and evaluate their impact on EHR use metrics before finalizing and implementing.
How do requirements that only physicians do certain tasks such as order entry, medication reconciliation and prohibitions against verbal orders impact WOW8?
What are the time costs associated with prohibiting verbal orders?
What are the time costs of requiring 2-factor authentication and password revalidation for nonscheduled prescriptions?
Technology vendors Improve usability How does an electronic workflow for order entry impact time on orders?
Help clients measure and improve practice efficiency Provide insight and guidance to help organizations improve efficiency, patient satisfaction, and professional fulfillment for healthcare professionals

APP: advanced practice provider; ATTN : undivided attention; EHR: electronic health record; FTE: full-time equivalent; IB-Time8: time on inbox per 8 h of patient scheduled time; Note-Time8:time on encounter note documentation per 8 h of patient scheduled time; WOW8: work outside of work per 8 h of patient scheduled time.