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. 2024 Jun 22;31(8):1682–1692. doi: 10.1093/jamia/ocae138

Table 2.

Core activities of both humans and computer applications in the PGHD workflow.10

Workflow activity Definition Actors involved Remote BP monitoring for hypertension Example measures
Identify EHR identifies patients eligible for specific PGHD (Human or CDS logic) EHR to Healthcare provider Identify patients at risk for hypertension who might benefit from monitoring.
  • Number of patients identified

  • Percentage of patients identified who clinician invited

Order Clinician orders PGHD data collection for specific patients13 Healthcare provider to Dashboard Patient receives an invitation to enroll in a BP monitoring program.
  • Number of patients receiving invitations to enroll

  • Demographic breakdown of patients invited (eg, age, gender, ethnicity, SDOH)

Educate Educate patient on how to use device safely and correctly Healthcare provider to Patient/Caregiver Care manager instructs patient on proper use of the device.
  • Number of patients educated

  • Percentage of patients with device who got educated

  • Patient satisfaction with education

Enroll Request for patient to enroll in data collection program Healthcare provider to Patient App/Portal Clinician recommends home BP monitoring.
  • Number of patients sent request

  • Measure of equitability in requests sent

Consent Patient agrees to participate in data collection program Patient/Caregiver to PGHD Device and Dashboard Patient agrees to share BP data.
  • Number of patients who successfully consented to be in study

  • Time between getting invitation and consenting to study

Connect Patient connects device to App/Portal PGHD Device to Dashboard Patient enables data sharing between device and App/Portal
  • Number of patients who successfully connected device

Admin Display  Display activities related to PGHD collection Dashboard Activities displayed on dashboard.
  • % of clinicians responsible for a patient who review dashboard; % of patients reporting PGHD who review dashboard

Collect/Send Patient uses device to collect and send physiologic data to the Patient App which sends it to their EHR PGHD Device to Patient App/Portal
  • Patient begins collecting BP data.

  • BP data are sent to clinician.

  • Number of patients who report collecting data

  • Number of patients sending data

  • Number of times each patient sent data

  • Length of time between first and last submission of data

Receive and Store Receive data from patient and store in the app and EHR Patient App/Portal to EHR Clinician receives data from patient.
  • Number of patients from whom data was received

  • Number of times data was received

  • Amount of data received in mb

Notify Notify clinician/care team and patients of potentially dangerous findings and potential action steps EHR to Healthcare provider Clinician/patient notified re: abnormal findings.
  • Number of clinicians notified

  • Percentage of patients sending data that generated a notification

Summarize Analyze and summarize patient data EHR to Dashboard BP values and trends are summarized and checked for potentially life-threatening abnormalities or changes.
  • Mean time required to analyze/summarize data

PGHD Display Display patient data for patients and clinician Dashboard to Healthcare provider Patient data displayed on dashboard.
  • User perceptions of display quality, accuracy, usefulness, etc.

Review and Respond Review patient data Healthcare provider to Patient App/Portal and Patient/Caregiver Patient and provider review patient data.
  • Percentage of patients with data that were reviewed within x days

Deliver Deliver normal and abnormal findings to patient Patient App/Portal to Patient/Caregiver Clinicians call, text, or email patients (depending on severity of symptoms) with instructions on how to manage BP changes (eg, increase dose of medication or come to the ED).
  • Number of messages sent

  • Mean time between receipt and reading of message

  • Mean time to respond to emergency notification

Manage Patient reviews data and plans changes Rx or visits provider Patient/Caregiver to Dashboard At some point, the clinician needs to manage the patient’s condition via changes to medications, or lifestyle counselling, for example.
  • Percentage of patients contacted at least 1 time in first x months

  • Mean number of times patients were contacted in x months

  • Type of management actions taken

Document Store raw data values, summaries, and follow up actions in patient’s EHR or external DB linked to patient ID Healthcare provider to EHR A summary of the patient’s BP readings and clinician instructions for changes in medication management are stored in the EHR.
  • Number of patients managed in time period

  • Number of changes in therapy made

  • Number of patient visits

Follow-up Follow-up periodically or after completion of time- or condition-limited monitoring Patient/Caregiver to EHR Healthcare organization tracks clinical and patient-centered outcomes.
  • Use appropriate patient-reported measures of monitoring target

  • Assess satisfaction with monitoring system

Abbreviations: BP = blood pressure; CDS = clinical decision support; DB = data base; ED = emergency department; EHR = electronic health record; mb = megabytes; PGHD = patient-generated health data.